2723 papers
cs lg
0/02026
66- JulGauging, Measuring, and Controlling Critic Complexity in Actor-Critic Reinforcement Learningno summary yetcs-lg2607.00452Princeton0 citesJul 1, 2026
- JulInterpretable vs Learned Encoders for High-Cardinality Fraud Detectionno summary yetcs-lg2607.00477NYU0 citesJul 1, 2026
- JulQuasiMoTTo: Quasi-Monte Carlo Test-Time Scalingno summary yetcs-lg2607.01179Stanford0 citesJul 1, 2026
- JulFinite-Lag Operator Geometry of Recurrent Representationsno summary yetcs-lg2607.01746UW0 citesJul 2, 2026
- JulDecomposer: Learning to Decompile Symbolic Music to Programsno summary yetcs-lg2607.01849CMU0 citesJul 2, 2026
- JulOnline Resource Allocation with Continuous Random Consumption: Regret under Degeneracyno summary yetcs-lg2607.02196NYU0 citesJul 2, 2026
- JulTraining Hybrid Block Diffusion Language Models with Partial Bidirectionalityno summary yetcs-lg2607.02805Stanford0 citesJul 2, 2026
- JulReward Granularity in RLVR: Comparing Process and Outcome Reward Structures for Mathematical Reasoning in Small Language Modelsno summary yetcs-lg2607.02869NYU0 citesJul 3, 2026
- JulCSympNet-ID: conformal-symplectic map learning for linearly damped Hamiltonian systemsno summary yetcs-lg2607.03339Princeton0 citesJul 3, 2026
- JulPunching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasksno summary yetcs-lg2607.03801CMU0 citesJul 4, 2026
- JulAsymptotic Preservation and Uniform Accuracy of Diffusion and Flow-Matching Samplersno summary yetcs-lg2607.04113UW0 citesJul 5, 2026
- JulRSPO: Reward-Swap Policy Optimization for Multi-Turn LLM Agentsno summary yetcs-lg2607.04713Tencent0 citesJul 6, 2026
- JulStrategic Bargaining in Multi-Buyer Markets: Reinforcement Learning from Verifiable Rewards for LLM Negotiationsno summary yetcs-lg2607.05863MIT0 citesJul 7, 2026
- JulAuditing of Unlearning Algorithmsno summary yetcs-lg2607.05898Stanford0 citesJul 7, 2026
- JulDrift Happens: An Empirical Study of Neural Architecture Robustness to Temporal Distribution Shiftno summary yetcs-lg2607.05908Berkeley0 citesJul 7, 2026
- JulConstrained Decoding for Diffusion Language Models via Efficient Inference over Finite Automatano summary yetcs-lg2607.07026Stanford0 citesJul 8, 2026
- JulRLVP: Penalize the Path, Reward the Outcomeno summary yetcs-lg2607.07435UW0 citesJul 8, 2026
- JulGuidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidanceno summary yetcs-lg2607.07665UW0 citesJul 8, 2026
- JulProvably Optimal Learning Algorithms for Assistance Gamesno summary yetcs-lg2607.08012Berkeley0 citesJul 9, 2026
- JulSuper Weights in LLMs and the Failure of Selective Trainingno summary yetcs-lg2607.08733Amazon0 citesJul 9, 2026
- JulTraining, Reading, and Editing Legible Transformersno summary yetcs-lg2607.08946UW0 citesJul 9, 2026
- JulLionVote: Per-Layer Learning Rate Adaptation for Lionno summary yetcs-lg2607.09266NYU0 citesJul 10, 2026
- JulReinforcement Learning with Verifiable Physics: Post-training LLMs with Continuous Rewardsno summary yetcs-lg2607.10474MIT0 citesJul 11, 2026
- JulAgentic Skill Optimization over Lie Algebroidsno summary yetcs-lg2607.11493Adobe0 citesJul 13, 2026
- JulRequential Coding: Pushing the Limits of Model Compression with Self-Generated Training Datano summary yetcs-lg2607.11883CMU0 citesJul 13, 2026
- JunKeep Policy Gradient in Charge: Sibling-Guided Credit Distillation for Long-Horizon Tool-Use Agentsno summary yetcs-lg2606.12634Amazon0 citesJun 10, 2026
- JunCircuit Synchronization Precedes Generalization: A Causal Precursor to Grokkingno summary yetcs-lg2606.12966NYU0 citesJun 11, 2026
- JunAccelerating Speculative Diffusions via Block Verificationno summary yetcs-lg2606.13426Google Research0 citesJun 11, 2026
- JunDense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillationno summary yetcs-lg2606.13657Alibaba0 citesJun 11, 2026
- JunDiscovery under Hypothesis Redundancy: A Geometric Theory of Discovery Bottlenecksno summary yetcs-lg2606.14386Tencent0 citesJun 12, 2026
- JunPhase-Localized Curation Does Not Help: A Negative Result on Per-Phase Metric Selection for Demonstration Filteringno summary yetcs-lg2606.15064Berkeley0 citesJun 13, 2026
- JunFlowMPC: Improving Flow Matching policies with World Modelsno summary yetcs-lg2606.16286Stanford0 citesJun 15, 2026
- JunSPICE: Synergy and Partial Information Based Curriculum Evolutionno summary yetcs-lg2606.16639NYU0 citesJun 15, 2026
- JunMyPCBench: A Benchmark for Personally Intelligent Computer-Use Agentsno summary yetcs-lg2606.16748CMU0 citesJun 15, 2026
- JunDeep Q-Learning on Hölder Spacesno summary yetcs-lg2606.16846Princeton0 citesJun 15, 2026
- JunThe Discrete-Log Clock: How a Transformer Learns Modular Multiplicationno summary yetcs-lg2606.17399Stanford0 citesJun 16, 2026
- JunOffline Preference-Based Trajectory Evaluationno summary yetcs-lg2606.17541CMU0 citesJun 16, 2026
- JunSTARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stabilityno summary yetcs-lg2606.19236Tencent0 citesJun 17, 2026
- JunComputational Identifiabilityno summary yetcs-lg2606.19361NYU0 citesJun 8, 2026
- JunCalibrating Generative Models to Feature Distributions with MMD Finetuningno summary yetcs-lg2606.19496Stanford0 citesJun 17, 2026
- JunLatent Confounded Causal Discovery via Lie Bracket Geometryno summary yetcs-lg2606.19610Adobe0 citesJun 17, 2026
- JunVIMPO: Value-Implicit Policy Optimization for LLMsno summary yetcs-lg2606.20008Berkeley0 citesJun 18, 2026
- JunQuantile of Means: A Bonus-Free Ensemble Method for Minimax Optimal Reinforcement Learningno summary yetcs-lg2606.20107Google Research0 citesJun 18, 2026
- JunFormalizing Task-Space Complexity for Zero-Shot Generalizationno summary yetcs-lg2606.20967MIT0 citesJun 18, 2026
- JunHERALD: High-Throughput Block Diffusion LLM Serving via CPU-GPU Cooperative KV Cache Retrievalno summary yetcs-lg2606.21633Berkeley0 citesJun 19, 2026
- JunLoad Testing for Machine Learning Model Serving Systems at Scaleno summary yetcs-lg2606.22013Meta / FAIR0 citesJun 20, 2026
- JunLearning Process Rewards via Success Visitation Matching for Efficient RLno summary yetcs-lg2606.23640Berkeley0 citesJun 22, 2026
- JunA Comparative Study of Bayesian Contextual Bandits for Real-Time Warehouse Sorter Optimizationno summary yetcs-lg2606.23977Amazon0 citesJun 22, 2026
- JunOffline Reinforcement Learning for Warehouse SLAM Throughput Controlno summary yetcs-lg2606.23978Amazon0 citesJun 22, 2026
- JunYou Don't Need to Run Every Evalno summary yetcs-lg2606.24020Microsoft Research0 citesJun 22, 2026
- JunNeural Scaling Universality: If Exponents Are Fixed, Time to Understand Coefficientsno summary yetcs-lg2606.25008MIT0 citesJun 23, 2026
- JunEmergent Capabilities Arise Randomly from Learning Sparse Attention Patternsno summary yetcs-lg2606.25010NYU0 citesJun 23, 2026
- JunEpiphany-Aware KV Cache Eviction Without the Attention Matrixno summary yetcs-lg2606.26472CMU0 citesJun 25, 2026
- JunDesigning Reward Signals for Portable Query Generation: A Case Study in Industrial Semantic Job Searchno summary yetcs-lg2606.27291LinkedIn0 citesJun 25, 2026
- JunGLACIER: Rethinking Mass Spectrum Prediction as an Object Detection Problemno summary yetcs-lg2606.29161MIT0 citesJun 28, 2026
- JunLearning to Bid in Discriminatory Auctions with Budget Constraintsno summary yetcs-lg2606.29252MIT0 citesJun 28, 2026
- JunHeads, Not Backbones: Output Heads Dominate Architectures on Fat-Tailed Returnsno summary yetcs-lg2606.30037Princeton0 citesJun 29, 2026
- JunB3O: Scalable Boltzmann Batch Bayesian Optimizationno summary yetcs-lg2606.30228DeepMind0 citesJun 29, 2026
- JunWhen Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizonno summary yetcs-lg2606.30445CMU0 citesJun 29, 2026
- JunMuon learns balanced solutions in matrix factorization without slow saddle-to-saddle dynamicsno summary yetcs-lg2606.30509Berkeley0 citesJun 29, 2026
- JunFrom Search to Synthesis: Training LLMs as Zero-Shot Workflow Generatorsno summary yetcs-lg2606.30704Princeton0 citesJun 29, 2026
- MayEventADL: Open-Box Anomaly Detection and Localization Framework for Events in Cloud-Based Service Systemsno summary yetcs-lg2605.00936Amazon0 citesMay 1, 2026
- MayImproving Selective Classification with Pairwise Queries for Binary Classificationno summary yetcs-lg2605.30615Adobe0 citesMay 28, 2026
- MarAchieving $\widetilde{O}(1/ε)$ Sample Complexity for Bilinear Systems Identification under Bounded Noisesno summary yetcs-lg2603.20819UW0 citesMar 21, 2026
- FebERIS: Enhancing Privacy and Scalability in Federated Learning via Federated Shard Aggregationno summary yetcs-lg2602.08617CMU0 citesFeb 9, 2026
- JanMugi: Value Level Parallelism For Efficient LLMsno summary yetcs-lg2601.10823CMU0 citesJan 15, 2026
2025
12024
29- DecIRL for Restless Multi-Armed Bandits with Applications in Maternal and Child Healthno summary yetcs-lg2412.08463Google Research1 citesDec 11, 2024
- DecSemi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representationno summary yetcs-lg2412.18287Tencent109 citesDec 24, 2024
- NovThe N-Grammys: Accelerating Autoregressive Inference with Learning-Free Batched Speculationno summary yetcs-lg2411.03786Amazon0 citesNov 6, 2024
- OctReinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfittingno summary yetcs-lg2410.19920HuggingFace0 citesOct 25, 2024
- SepDouble Machine Learning at Scale to Predict Causal Impact of Customer Actionsno summary yetcs-lg2409.02332Amazon1 citesSep 3, 2024
- SepBeyond Model Interpretability: Socio-Structural Explanations in Machine Learningno summary yetcs-lg2409.03632Google Research12 citesSep 5, 2024
- SepMixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classificationno summary yetcs-lg2409.04104Amazon21 citesSep 6, 2024
- SepScalable Multitask Learning Using Gradient-based Estimation of Task Affinityno summary yetcs-lg2409.06091Google Research4 citesSep 9, 2024
- SepLearning to Compare Hardware Designs for High-Level Synthesisno summary yetcs-lg2409.13138NVIDIA3 citesSep 20, 2024
- SepEnhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attentionno summary yetcs-lg2409.15373Meta / FAIR1 citesSep 19, 2024
- AugMasked Random Noise for Communication Efficient Federated Learningno summary yetcs-lg2408.03220Tencent5 citesAug 6, 2024
- JulTop-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classificationno summary yetcs-lg2407.06709Alibaba4 citesJul 9, 2024
- JulURRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clusteringno summary yetcs-lg2407.09120Alibaba3 citesJul 12, 2024
- JulSuperPADL: Scaling Language-Directed Physics-Based Control with Progressive Supervised Distillationno summary yetcs-lg2407.10481NVIDIA2 citesJul 15, 2024
- JunIteration Head: A Mechanistic Study of Chain-of-Thoughtno summary yetcs-lg2406.02128Meta / FAIR2 citesJun 4, 2024
- JunCircuitVAE: Efficient and Scalable Latent Circuit Optimizationno summary yetcs-lg2406.09535NVIDIA6 citesJun 13, 2024
- JunLong-time asymptotics of noisy SVGD outside the population limitno summary yetcs-lg2406.11929Microsoft Research0 citesJun 17, 2024
- MayA Survey of Large Language Models for Graphsno summary yetcs-lg2405.08011Baidu58 citesMay 10, 2024
- MarCollaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptationno summary yetcs-lg2403.01467Alibaba10 citesMar 3, 2024
- MarML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design)no summary yetcs-lg2403.01623NVIDIA0 citesMar 3, 2024
- MarCoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoTno summary yetcs-lg2403.18451Google Research0 citesMar 27, 2024
- MarCroissant: A Metadata Format for ML-Ready Datasetsno summary yetcs-lg2403.19546HuggingFace17 citesMar 28, 2024
- FebPractical Kernel Tests of Conditional Independenceno summary yetcs-lg2402.13196DeepMind1 citesFeb 20, 2024
- FebVN Network: Embedding Newly Emerging Entities with Virtual Neighborsno summary yetcs-lg2402.14033Tencent21 citesFeb 21, 2024
- FebUniversal Model in Online Customer Serviceno summary yetcs-lg2402.15666Amazon4 citesFeb 24, 2024
- FebEnhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterizationno summary yetcs-lg2402.16748Apple0 citesFeb 26, 2024
- FebExploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspectiveno summary yetcs-lg2402.18607Alibaba7 citesFeb 28, 2024
- JanRobust Semi-Supervised Learning for Self-learning Open-World Classesno summary yetcs-lg2401.07551Baidu8 citesJan 15, 2024
- JanFairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficientlyno summary yetcs-lg2401.14702LinkedIn8 citesJan 26, 2024
2023
53- DecMultiView Independent Component Analysis with Delaysno summary yetcs-lg2312.00484Apple0 citesDec 1, 2023
- DecMulti-Group Fairness Evaluation via Conditional Value-at-Risk Testingno summary yetcs-lg2312.03867Google Research1 citesDec 6, 2023
- DecTowards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graphno summary yetcs-lg2312.05757Alibaba14 citesDec 10, 2023
- DecHyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Expertsno summary yetcs-lg2312.07035Salesforce0 citesDec 12, 2023
- DecOn the verification of Embeddings using Hybrid Markov Logicno summary yetcs-lg2312.08287Adobe4 citesDec 13, 2023
- DecGenerative Pretraining at Scale: Transformer-Based Encoding of Transactional Behavior for Fraud Detectionno summary yetcs-lg2312.14406Tencent1 citesDec 22, 2023
- NovMetaMix: Meta-state Precision Searcher for Mixed-precision Activation Quantizationno summary yetcs-lg2311.06798Google Research0 citesNov 12, 2023
- NovPower Hungry Processing: Watts Driving the Cost of AI Deployment?no summary yetcs-lg2311.16863HuggingFace27 citesNov 28, 2023
- OctPACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Predictionno summary yetcs-lg2310.00614Baidu0 citesOct 1, 2023
- OctA Sampling-Based Domain Generalization Study with Diffusion Generative Modelsno summary yetcs-lg2310.09213DeepMind0 citesOct 13, 2023
- OctInterpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomesno summary yetcs-lg2310.10203Microsoft Research11 citesOct 16, 2023
- OctPockEngine: Sparse and Efficient Fine-tuning in a Pocketno summary yetcs-lg2310.1775213 citesOct 26, 2023score 7
- OctClairvoyance: A Pipeline Toolkit for Medical Time Seriesno summary yetcs-lg2310.18688Google Research13 citesOct 28, 2023
- SepTowards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspectiveno summary yetcs-lg2309.09744Tencent2 citesSep 18, 2023
- SepMemDA: Forecasting Urban Time Series with Memory-based Drift Adaptationno summary yetcs-lg2309.14216Tencent7 citesSep 25, 2023
- SepMulti-Grid Tensorized Fourier Neural Operator for High-Resolution PDEsno summary yetcs-lg2310.00120NVIDIA10 citesSep 29, 2023
- AugHalf-Hop: A graph upsampling approach for slowing down message passingno summary yetcs-lg2308.09198DeepMind0 citesAug 17, 2023
- JulWhen Fair Classification Meets Noisy Protected Attributesno summary yetcs-lg2307.03306Amazon3 citesJul 6, 2023
- JulSTG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Mapno summary yetcs-lg2307.03374HuggingFace0 citesJul 7, 2023
- JulLatent Space Representations of Neural Algorithmic Reasonersno summary yetcs-lg2307.08874DeepMind0 citesJul 17, 2023
- JulDe-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Networkno summary yetcs-lg2307.12625Baidu0 citesJul 24, 2023
- JulHUGE: Huge Unsupervised Graph Embeddings with TPUsno summary yetcs-lg2307.14490Google Research2 citesJul 26, 2023
- JulIs One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?no summary yetcs-lg2307.15422Google Research0 citesJul 28, 2023
- JunPitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practicesno summary yetcs-lg2306.00899Amazon10 citesJun 1, 2023
- JunAlerTiger: Deep Learning for AI Model Health Monitoring at LinkedInno summary yetcs-lg2306.01977LinkedIn7 citesJun 3, 2023
- JunInconsistent Matters: A Knowledge-guided Dual-consistency Network for Multi-modal Rumor Detectionno summary yetcs-lg2306.02137Tencent58 citesJun 3, 2023
- JunCOMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Searchno summary yetcs-lg2306.02824Google Research2 citesJun 5, 2023
- JunLibAUC: A Deep Learning Library for X-Risk Optimizationno summary yetcs-lg2306.03065Google Research8 citesJun 5, 2023
- JunRevisiting Neural Retrieval on Acceleratorsno summary yetcs-lg2306.04039Meta / FAIR18 citesJun 6, 2023
- JunAdversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learningno summary yetcs-lg2306.07106Alibaba6 citesJun 12, 2023
- JunDCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detectionno summary yetcs-lg2306.10347Alibaba10 citesJun 17, 2023
- JunImproving Generalizability of Graph Anomaly Detection Models via Data Augmentationno summary yetcs-lg2306.10534Tencent35 citesJun 18, 2023
- JunStructure-Aware DropEdge Towards Deep Graph Convolutional Networksno summary yetcs-lg2306.12091Tencent20 citesJun 21, 2023
- JunSpatial Heterophily Aware Graph Neural Networksno summary yetcs-lg2306.12139Baidu16 citesJun 21, 2023
- JunSemi-Implicit Denoising Diffusion Models (SIDDMs)no summary yetcs-lg2306.12511Google Research3 citesJun 21, 2023
- JunMulti-Target Multiplicity: Flexibility and Fairness in Target Specification under Resource Constraintsno summary yetcs-lg2306.13738Microsoft Research15 citesJun 23, 2023
- JunBoosting Multitask Learning on Graphs through Higher-Order Task Affinitiesno summary yetcs-lg2306.14009Google Research4 citesJun 24, 2023
- JunBalanced Filtering via Disclosure-Controlled Proxiesno summary yetcs-lg2306.15083Amazon0 citesJun 26, 2023
- JunDataset balancing can hurt model performanceno summary yetcs-lg2307.00079Google Research11 citesJun 30, 2023
- MayDeep Labeling of fMRI Brain Networksno summary yetcs-lg2305.03814Microsoft Research0 citesMay 5, 2023
- MayAccelerator-Aware Training for Transducer-Based Speech Recognitionno summary yetcs-lg2305.07778Amazon1 citesMay 12, 2023
- MayRegularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practiceno summary yetcs-lg2305.13185DeepMind0 citesMay 22, 2023
- MayExpressive Losses for Verified Robustness via Convex Combinationsno summary yetcs-lg2305.13991DeepMind1 citesMay 23, 2023
- MayVA-learning as a more efficient alternative to Q-learningno summary yetcs-lg2305.18161DeepMind0 citesMay 29, 2023
- MayDoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithmno summary yetcs-lg2305.18501DeepMind0 citesMay 29, 2023
- AprPretrained Embeddings for E-commerce Machine Learning: When it Fails and Why?no summary yetcs-lg2304.04330Amazon3 citesApr 9, 2023
- FebFast, Differentiable and Sparse Top-k: a Convex Analysis Perspectiveno summary yetcs-lg2302.01425DeepMind1 citesFeb 2, 2023
- FebReinforcement Learning with History-Dependent Dynamic Contextsno summary yetcs-lg2302.02061Google Research0 citesFeb 4, 2023
- FebGrounding Large Language Models in Interactive Environments with Online Reinforcement Learningno summary yetcs-lg2302.02662HuggingFace31 citesFeb 6, 2023
- FebTwo-step hyperparameter optimization method: Accelerating hyperparameter search by using a fraction of a training datasetno summary yetcs-lg2302.03845NVIDIA1 citesFeb 8, 2023
- FebLearning Physical Models that Can Respect Conservation Lawsno summary yetcs-lg2302.11002Amazon18 citesFeb 21, 2023
- FebGAM Coach: Towards Interactive and User-centered Algorithmic Recourseno summary yetcs-lg2302.14165Microsoft Research16 citesFeb 27, 2023
- FebReply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problemsno summary yetcs-lg2303.12096Amazon0 citesFeb 3, 2023
2022
62- DecUnderstanding Self-Predictive Learning for Reinforcement Learningno summary yetcs-lg2212.03319DeepMind1 citesDec 6, 2022
- DecEstimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectoriesno summary yetcs-lg2212.05502Alibaba3 citesDec 11, 2022
- NovRegression as Classification: Influence of Task Formulation on Neural Network Featuresno summary yetcs-lg2211.05641Google Research3 citesNov 10, 2022
- NovMethods for Recovering Conditional Independence Graphs: A Surveyno summary yetcs-lg2211.06829Microsoft Research3 citesNov 13, 2022
- NovExplainability of Traditional and Deep Learning Models on Longitudinal Healthcare Recordsno summary yetcs-lg2211.12002Amazon0 citesNov 22, 2022
- NovAdaTask: A Task-aware Adaptive Learning Rate Approach to Multi-task Learningno summary yetcs-lg2211.15055Tencent4 citesNov 28, 2022
- OctFair Effect Attribution in Parallel Online Experimentsno summary yetcs-lg2210.08338Amazon0 citesOct 15, 2022
- OctTFAD: A Decomposition Time Series Anomaly Detection Architecture with Time-Frequency Analysisno summary yetcs-lg2210.09693Alibaba105 citesOct 18, 2022
- OctMaximum Likelihood Learning of Unnormalized Models for Simulation-Based Inferenceno summary yetcs-lg2210.14756DeepMind0 citesOct 26, 2022
- SepOptimizing Partial Area Under the Top-k Curve: Theory and Practiceno summary yetcs-lg2209.01398Alibaba7 citesSep 3, 2022
- SepMaxMatch: Semi-Supervised Learning with Worst-Case Consistencyno summary yetcs-lg2209.12611Alibaba31 citesSep 26, 2022
- AugActive Learning for Non-Parametric Choice Modelsno summary yetcs-lg2208.03346Meta / FAIR0 citesAug 5, 2022
- AugDuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Mapsno summary yetcs-lg2208.06979Baidu21 citesAug 15, 2022
- AugQuickSkill: Novice Skill Estimation in Online Multiplayer Gamesno summary yetcs-lg2208.07704Tencent16 citesAug 15, 2022
- AugA Provably Efficient Model-Free Posterior Sampling Method for Episodic Reinforcement Learningno summary yetcs-lg2208.10904Google Research2 citesAug 23, 2022
- AugNeurIPS'22 Cross-Domain MetaDL competition: Design and baseline resultsno summary yetcs-lg2208.14686Google Research0 citesAug 31, 2022
- JulGreykite: Deploying Flexible Forecasting at Scale at LinkedInno summary yetcs-lg2207.07788LinkedIn8 citesJul 15, 2022
- JulDESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimationno summary yetcs-lg2207.09920Alibaba21 citesJul 19, 2022
- JulTowards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updatesno summary yetcs-lg2207.14628Tencent31 citesJul 29, 2022
- JunTransfer Learning based Search Space Design for Hyperparameter Tuningno summary yetcs-lg2206.02511Tencent8 citesJun 6, 2022
- JunOn the duality between contrastive and non-contrastive self-supervised learningno summary yetcs-lg2206.02574Meta / FAIR24 citesJun 3, 2022
- JunCollaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learningno summary yetcs-lg2206.03288Alibaba4 citesJun 7, 2022
- JunGraph Attention Multi-Layer Perceptronno summary yetcs-lg2206.04355Tencent102 citesJun 9, 2022
- JunROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learningno summary yetcs-lg2206.05240Alibaba11 citesJun 10, 2022
- JunCondensing Graphs via One-Step Gradient Matchingno summary yetcs-lg2206.07746Amazon71 citesJun 15, 2022
- JunBlindFL: Vertical Federated Machine Learning without Peeking into Your Datano summary yetcs-lg2206.07975Tencent52 citesJun 16, 2022
- JunBYOL-Explore: Exploration by Bootstrapped Predictionno summary yetcs-lg2206.08332DeepMind5 citesJun 16, 2022
- JunEfficient End-to-End AutoML via Scalable Search Space Decompositionno summary yetcs-lg2206.09423Tencent26 citesJun 19, 2022
- JunOptimizing Two-way Partial AUC with an End-to-end Frameworkno summary yetcs-lg2206.11655Alibaba20 citesJun 23, 2022
- JunInterpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Valuesno summary yetcs-lg2206.15465Microsoft Research21 citesJun 30, 2022
- JunReliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNNno summary yetcs-lg2207.00012Alibaba63 citesJun 30, 2022
- MayExploration in Deep Reinforcement Learning: A Surveyno summary yetcs-lg2205.00824OpenAI469 citesMay 2, 2022
- MayRetrieval-Enhanced Machine Learningno summary yetcs-lg2205.01230Google Research46 citesMay 2, 2022
- MaySubverting Fair Image Search with Generative Adversarial Perturbationsno summary yetcs-lg2205.02414Google Research9 citesMay 5, 2022
- MayResults of the NeurIPS'21 Challenge on Billion-Scale Approximate Nearest Neighbor Searchno summary yetcs-lg2205.03763Baidu14 citesMay 8, 2022
- MayNeural Architecture Search using Property Guided Synthesisno summary yetcs-lg2205.03960Google Research8 citesMay 8, 2022
- MayPrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learningno summary yetcs-lg2205.07000NVIDIA50 citesMay 14, 2022
- MayREAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Researchno summary yetcs-lg2205.08363Microsoft Research27 citesMay 5, 2022
- MayGraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detectionno summary yetcs-lg2205.11139Alibaba17 citesMay 23, 2022
- MayDeep Low-Density Separation for Semi-Supervised Classificationno summary yetcs-lg2205.11995Adobe6 citesMay 22, 2022
- MaySubverting machines, fluctuating identities: Re-learning human categorizationno summary yetcs-lg2205.13740DeepMind17 citesMay 27, 2022
- MayEfficient-Adam: Communication-Efficient Distributed Adamno summary yetcs-lg2205.14473Tencent3 citesMay 28, 2022
- MayMixed-Effect Thompson Samplingno summary yetcs-lg2205.15124Amazon2 citesMay 30, 2022
- MarPaSca: a Graph Neural Architecture Search System under the Scalable Paradigmno summary yetcs-lg2203.00638Tencent44 citesMar 1, 2022
- MarPolicy Learning for Robust Markov Decision Process with a Mismatched Generative Modelno summary yetcs-lg2203.06587Google Research2 citesMar 13, 2022
- MarMeta-Weight Graph Neural Network: Push the Limits Beyond Global Homophilyno summary yetcs-lg2203.10280Alibaba22 citesMar 19, 2022
- MarMarginalized Operators for Off-policy Reinforcement Learningno summary yetcs-lg2203.16177DeepMind0 citesMar 30, 2022
- FebSelf-supervised Speaker Recognition Training Using Human-Machine Dialoguesno summary yetcs-lg2202.03484Amazon0 citesFeb 7, 2022
- FebConditional Generation Net for Medication Recommendationno summary yetcs-lg2202.06588Tencent108 citesFeb 14, 2022
- FebEvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphsno summary yetcs-lg2202.07648Microsoft Research86 citesFeb 15, 2022
- FebNo One Left Behind: Inclusive Federated Learning over Heterogeneous Devicesno summary yetcs-lg2202.08036Sony84 citesFeb 16, 2022
- FebRetrieval-Augmented Reinforcement Learningno summary yetcs-lg2202.08417DeepMind6 citesFeb 17, 2022
- FebReciprocity in Machine Learningno summary yetcs-lg2202.09480Google Research0 citesFeb 19, 2022
- FebRawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Networkno summary yetcs-lg2202.13547Meta / FAIR39 citesFeb 28, 2022
- FebGraphWorld: Fake Graphs Bring Real Insights for GNNsno summary yetcs-lg2203.00112Google Research21 citesFeb 28, 2022
- JanModeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detectionno summary yetcs-lg2201.01004Alibaba71 citesJan 4, 2022
- JanLearning Fair Node Representations with Graph Counterfactual Fairnessno summary yetcs-lg2201.03662Microsoft Research74 citesJan 10, 2022
- JanAutomated Reinforcement Learning (AutoRL): A Survey and Open Problemsno summary yetcs-lg2201.03916Google Research82 citesJan 11, 2022
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- JanMinimax Demographic Group Fairness in Federated Learningno summary yetcs-lg2201.08304Apple3 citesJan 20, 2022
- JanEnvironment Generation for Zero-Shot Compositional Reinforcement Learningno summary yetcs-lg2201.08896Google Research5 citesJan 21, 2022
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2021
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- DecGraph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systemsno summary yetcs-lg2112.01035Baidu2 citesDec 2, 2021
- DecNeural Pseudo-Label Optimism for the Bank Loan Problemno summary yetcs-lg2112.02185Microsoft Research1 citesDec 3, 2021
- DecNonstochastic Bandits with Composite Anonymous Feedbackno summary yetcs-lg2112.02866Google Research21 citesDec 6, 2021
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- DecContextual Bandit Applications in Customer Support Botno summary yetcs-lg2112.03210Microsoft Research2 citesDec 6, 2021
- DecNoether Networks: Meta-Learning Useful Conserved Quantitiesno summary yetcs-lg2112.03321Google Research6 citesDec 6, 2021
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- DecGraphPAS: Parallel Architecture Search for Graph Neural Networksno summary yetcs-lg2112.03461Alibaba19 citesDec 7, 2021
- DecInformation is Power: Intrinsic Control via Information Captureno summary yetcs-lg2112.03899Google Research12 citesDec 7, 2021
- DecThe perils of being unhinged: On the accuracy of classifiers minimizing a noise-robust convex lossno summary yetcs-lg2112.04590Google Research0 citesDec 8, 2021
- DecJueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learningno summary yetcs-lg2112.04907Tencent1 citesDec 7, 2021
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- DecHET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Frameworkno summary yetcs-lg2112.07221Tencent55 citesDec 14, 2021
- DecMetaCVR: Conversion Rate Prediction via Meta Learning in Small-Scale Recommendation Scenariosno summary yetcs-lg2112.13753Alibaba10 citesDec 27, 2021
- DecUnbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategiesno summary yetcs-lg2112.13835Google Research2 citesDec 27, 2021
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- DecModelling of Bi-directional Spatio-Temporal Dependence and Users' Dynamic Preferences for Missing POI Check-in Identificationno summary yetcs-lg2112.15285Baidu13 citesDec 31, 2021
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- NovBenchmarking Multimodal AutoML for Tabular Data with Text Fieldsno summary yetcs-lg2111.02705Amazon3 citesNov 4, 2021
- NovExact Representation of Sparse Networks with Symmetric Nonnegative Embeddingsno summary yetcs-lg2111.03030Adobe0 citesNov 4, 2021
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- NovThe Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracleno summary yetcs-lg2111.04295Microsoft Research3 citesNov 8, 2021
- NovAuto-Encoding Knowledge Graph for Unsupervised Medical Report Generationno summary yetcs-lg2111.04318Tencent0 citesNov 8, 2021
- NovTAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Datano summary yetcs-lg2111.04798LinkedIn0 citesNov 8, 2021
- NovUniversal Lower Bound for Learning Causal DAGs with Atomic Interventionsno summary yetcs-lg2111.05070Adobe0 citesNov 9, 2021
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- NovLogarithmic Regret from Sublinear Hintsno summary yetcs-lg2111.05257Google Research0 citesNov 9, 2021
- NovConstrained Instance and Class Reweighting for Robust Learning under Label Noiseno summary yetcs-lg2111.05428Google Research1 citesNov 9, 2021
- NovDeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documentsno summary yetcs-lg2111.06685Microsoft Research66 citesNov 12, 2021
- NovLearning Generalized Gumbel-max Causal Mechanismsno summary yetcs-lg2111.06888Google Research1 citesNov 11, 2021
- NovMargin-Independent Online Multiclass Learning via Convex Geometryno summary yetcs-lg2111.08057Google Research0 citesNov 15, 2021
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- NovDocking-based Virtual Screening with Multi-Task Learningno summary yetcs-lg2111.09502Baidu0 citesNov 18, 2021
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- NovJointly Learning from Decentralized (Federated) and Centralized Data to Mitigate Distribution Shiftno summary yetcs-lg2111.12150Google Research5 citesNov 23, 2021
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- NovFed2: Feature-Aligned Federated Learningno summary yetcs-lg2111.14248Microsoft Research1 citesNov 28, 2021
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- OctReinforcement Learning in Reward-Mixing MDPsno summary yetcs-lg2110.03743Microsoft Research0 citesOct 7, 2021
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- OctIterative Decoding for Compositional Generalization in Transformersno summary yetcs-lg2110.04169Google Research0 citesOct 8, 2021
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- OctSAR-Net: A Scenario-Aware Ranking Network for Personalized Fair Recommendation in Hundreds of Travel Scenariosno summary yetcs-lg2110.06475Alibaba75 citesOct 13, 2021
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- OctThe Neural MMO Platform for Massively Multiagent Researchno summary yetcs-lg2110.07594Google Research1 citesOct 14, 2021
- OctValue Penalized Q-Learning for Recommender Systemsno summary yetcs-lg2110.07923Tencent19 citesOct 15, 2021
- OctCollaborating with Humans without Human Datano summary yetcs-lg2110.08176Google Research3 citesOct 15, 2021
- OctFlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labelingno summary yetcs-lg2110.08263Microsoft Research2 citesOct 15, 2021
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- OctMeta-learning with an Adaptive Task Schedulerno summary yetcs-lg2110.14057Tencent2 citesOct 26, 2021
- OctObject-Aware Regularization for Addressing Causal Confusion in Imitation Learningno summary yetcs-lg2110.14118Microsoft Research3 citesOct 27, 2021
- OctLearning Diverse Policies in MOBA Games via Macro-Goalsno summary yetcs-lg2110.14221Tencent0 citesOct 27, 2021
- OctDynamic population-based meta-learning for multi-agent communication with natural languageno summary yetcs-lg2110.14241Google Research4 citesOct 27, 2021
- OctMixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Datano summary yetcs-lg2110.14354Alibaba5 citesOct 27, 2021
- OctNode Dependent Local Smoothing for Scalable Graph Learningno summary yetcs-lg2110.14377Tencent13 citesOct 27, 2021
- OctUnderstanding How Encoder-Decoder Architectures Attendno summary yetcs-lg2110.15253Google Research6 citesOct 28, 2021
- OctInfoGCL: Information-Aware Graph Contrastive Learningno summary yetcs-lg2110.15438Baidu32 citesOct 28, 2021
- OctUnderstanding the Effect of Stochasticity in Policy Optimizationno summary yetcs-lg2110.15572Google Research0 citesOct 29, 2021
- OctHyperparameter Tuning is All You Need for LISTAno summary yetcs-lg2110.15900Alibaba0 citesOct 29, 2021
- OctContrastive prediction strategies for unsupervised segmentation and categorization of phonemes and wordsno summary yetcs-lg2110.15909NVIDIA19 citesOct 29, 2021
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- OctRevealing and Protecting Labels in Distributed Trainingno summary yetcs-lg2111.00556Google Research9 citesOct 31, 2021
- OctHyperPINN: Learning parameterized differential equations with physics-informed hypernetworksno summary yetcs-lg2111.01008Google Research11 citesOct 28, 2021
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- SepCross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Studyno summary yetcs-lg2109.00707Baidu8 citesSep 2, 2021
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- SepAmazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloudno summary yetcs-lg2109.03285Amazon40 citesSep 7, 2021
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- SepEstimation of Corporate Greenhouse Gas Emissions via Machine Learningno summary yetcs-lg2109.04318Amazon2 citesSep 9, 2021
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- SepEfficiently Identifying Task Groupings for Multi-Task Learningno summary yetcs-lg2109.04617Google Research29 citesSep 10, 2021
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- SepConservative Data Sharing for Multi-Task Offline Reinforcement Learningno summary yetcs-lg2109.08128Google Research3 citesSep 16, 2021
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- SepPrimer: Searching for Efficient Transformers for Language Modelingno summary yetcs-lg2109.08668Google Research11 citesSep 17, 2021
- SepDiscriminative Similarity for Data Clusteringno summary yetcs-lg2109.08675Baidu0 citesSep 17, 2021
- SepLong-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchyno summary yetcs-lg2109.08780Microsoft Research0 citesSep 17, 2021
- SepMultiscale Manifold Warpingno summary yetcs-lg2109.09222Adobe0 citesSep 19, 2021
- SepGeneralization in Mean Field Games by Learning Master Policiesno summary yetcs-lg2109.09717DeepMind15 citesSep 20, 2021
- SepOn Bonus-Based Exploration Methods in the Arcade Learning Environmentno summary yetcs-lg2109.11052Google Research8 citesSep 22, 2021
- SepAdversarial Transfer Attacks With Unknown Data and Class Overlapno summary yetcs-lg2109.11125NVIDIA4 citesSep 23, 2021
- SepWRENCH: A Comprehensive Benchmark for Weak Supervisionno summary yetcs-lg2109.11377Microsoft Research0 citesSep 23, 2021
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- AugLearning Federated Representations and Recommendations with Limited Negativesno summary yetcs-lg2108.07931Google Research4 citesAug 18, 2021
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- AugETA Prediction with Graph Neural Networks in Google Mapsno summary yetcs-lg2108.11482DeepMind201 citesAug 25, 2021
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- AugCoSEM: Contextual and Semantic Embedding for App Usage Predictionno summary yetcs-lg2108.11561Microsoft Research4 citesAug 26, 2021
- AugDeep Reinforcement Learning at the Edge of the Statistical Precipiceno summary yetcs-lg2108.13264Google Research41 citesAug 30, 2021
- AugWarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPUno summary yetcs-lg2108.13976Salesforce1 citesAug 31, 2021
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- JulCombinatorial Optimization with Physics-Inspired Graph Neural Networksno summary yetcs-lg2107.01188Amazon186 citesJul 2, 2021
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- FebOn Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Functionno summary yetcs-lg2102.02049Adobe1 citesFeb 3, 2021
- FebUndecidability of Underfitting in Learning Algorithmsno summary yetcs-lg2102.02850Microsoft Research2 citesFeb 4, 2021
- FebAlchemy: A benchmark and analysis toolkit for meta-reinforcement learning agentsno summary yetcs-lg2102.02926Google Research6 citesFeb 4, 2021
- FebFast and Memory Efficient Differentially Private-SGD via JL Projectionsno summary yetcs-lg2102.03013Microsoft Research0 citesFeb 5, 2021
- FebOn the Reproducibility of Neural Network Predictionsno summary yetcs-lg2102.03349Google Research17 citesFeb 5, 2021
- FebConfidence-Budget Matching for Sequential Budgeted Learningno summary yetcs-lg2102.03400Microsoft Research1 citesFeb 5, 2021
- FebFederated Reconstruction: Partially Local Federated Learningno summary yetcs-lg2102.03448Google Research24 citesFeb 5, 2021
- FebOnline Limited Memory Neural-Linear Bandits with Likelihood Matchingno summary yetcs-lg2102.03799DeepMind2 citesFeb 7, 2021
- FebNear-optimal Representation Learning for Linear Bandits and Linear RLno summary yetcs-lg2102.04132Google Research6 citesFeb 8, 2021
- FebAdversarially Guided Actor-Criticno summary yetcs-lg2102.04376Google Research3 citesFeb 8, 2021
- FebOops I Took A Gradient: Scalable Sampling for Discrete Distributionsno summary yetcs-lg2102.04509Google Research8 citesFeb 8, 2021
- FebReverb: A Framework For Experience Replayno summary yetcs-lg2102.04736Google Research6 citesFeb 9, 2021
- FebSparsification via Compressed Sensing for Automatic Speech Recognitionno summary yetcs-lg2102.04932Amazon0 citesFeb 9, 2021
- FebSLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networksno summary yetcs-lg2102.05034Google Research25 citesFeb 9, 2021
- FebLabel Smoothed Embedding Hypothesis for Out-of-Distribution Detectionno summary yetcs-lg2102.05131Google Research0 citesFeb 9, 2021
- FebLocally Adaptive Label Smoothing for Predictive Churnno summary yetcs-lg2102.05140Google Research3 citesFeb 9, 2021
- FebInductive Granger Causal Modeling for Multivariate Time Seriesno summary yetcs-lg2102.05298Alibaba0 citesFeb 10, 2021
- FebA Witness Two-Sample Testno summary yetcs-lg2102.05573Google Research0 citesFeb 10, 2021
- FebRepresentation Matters: Offline Pretraining for Sequential Decision Makingno summary yetcs-lg2102.05815Google Research22 citesFeb 11, 2021
- FebLarge-Scale Training System for 100-Million Classification at Alibabano summary yetcs-lg2102.06025Alibaba18 citesFeb 9, 2021
- FebDeep Learning with Label Differential Privacyno summary yetcs-lg2102.06062Google Research6 citesFeb 11, 2021
- FebMeta-Thompson Samplingno summary yetcs-lg2102.06129DeepMind4 citesFeb 11, 2021
- FebA Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizesno summary yetcs-lg2102.06356Google Research8 citesFeb 12, 2021
- FebMultiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networksno summary yetcs-lg2102.06371Alibaba0 citesFeb 12, 2021
- FebThe Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregationno summary yetcs-lg2102.06387Google Research25 citesFeb 12, 2021
- FebLarge-Scale Representation Learning on Graphs via Bootstrappingno summary yetcs-lg2102.06514Google Research55 citesFeb 12, 2021
- FebExplaining Neural Scaling Lawsno summary yetcs-lg2102.06701Google Research119 citesFeb 12, 2021
- FebDiscovery of Options via Meta-Learned Subgoalsno summary yetcs-lg2102.06741Google Research0 citesFeb 12, 2021
- FebOn Robust Optimal Transport: Computational Complexity and Barycenter Computationno summary yetcs-lg2102.06857Google Research4 citesFeb 13, 2021
- FebModel-Agnostic Graph Regularization for Few-Shot Learningno summary yetcs-lg2102.07077Google Research2 citesFeb 14, 2021
- FebPerceptually Constrained Adversarial Attacksno summary yetcs-lg2102.07140Google Research2 citesFeb 14, 2021
- FebLarge-Scale Meta-Learning with Continual Trajectory Shiftingno summary yetcs-lg2102.07215Google Research1 citesFeb 14, 2021
- FebIntelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learningno summary yetcs-lg2102.07359Baidu92 citesFeb 15, 2021
- FebOptimal Regret Algorithm for Pseudo-1d Bandit Convex Optimizationno summary yetcs-lg2102.07387Google Research2 citesFeb 15, 2021
- FebDeep Co-Attention Network for Multi-View Subspace Learningno summary yetcs-lg2102.07751Microsoft Research3 citesFeb 15, 2021
- FebScaling Up Exact Neural Network Compression by ReLU Stabilityno summary yetcs-lg2102.07804Google Research4 citesFeb 15, 2021
- FebMomentum Residual Neural Networksno summary yetcs-lg2102.07870Google Research12 citesFeb 15, 2021
- FebGradInit: Learning to Initialize Neural Networks for Stable and Efficient Trainingno summary yetcs-lg2102.08098Google Research10 citesFeb 16, 2021
- FebDifferentially Private Quantilesno summary yetcs-lg2102.08244Google Research2 citesFeb 16, 2021
- FebEvaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Informationno summary yetcs-lg2102.08410Google Research1 citesFeb 16, 2021
- FebLess is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoderno summary yetcs-lg2102.09206Microsoft Research0 citesFeb 18, 2021
- FebContinuous Doubly Constrained Batch Reinforcement Learningno summary yetcs-lg2102.09225Amazon6 citesFeb 18, 2021
- FebL2E: Learning to Exploit Your Opponentno summary yetcs-lg2102.09381Tencent0 citesFeb 18, 2021
- FebState Entropy Maximization with Random Encoders for Efficient Explorationno summary yetcs-lg2102.09430Google Research22 citesFeb 18, 2021
- FebMake Sure You're Unsure: A Framework for Verifying Probabilistic Specificationsno summary yetcs-lg2102.09479Google Research4 citesFeb 18, 2021
- FebOptimizing Black-box Metrics with Iterative Example Weightingno summary yetcs-lg2102.09492Google Research2 citesFeb 18, 2021
- FebCombinatorial optimization and reasoning with graph neural networksno summary yetcs-lg2102.09544DeepMind54 citesFeb 18, 2021
- FebImproved Denoising Diffusion Probabilistic Modelsno summary yetcs-lg2102.09672OpenAI412 citesFeb 18, 2021
- FebImproving Anytime Prediction with Parallel Cascaded Networks and a Temporal-Difference Lossno summary yetcs-lg2102.09808Google Research2 citesFeb 19, 2021
- FebTargeted Attack against Deep Neural Networks via Flipping Limited Weight Bitsno summary yetcs-lg2102.10496Tencent29 citesFeb 21, 2021
- FebSynthesizing Irreproducibility in Deep Networksno summary yetcs-lg2102.10696Google Research3 citesFeb 21, 2021
- FebOnline Learning via Offline Greedy Algorithms: Applications in Market Design and Optimizationno summary yetcs-lg2102.11050Google Research0 citesFeb 18, 2021
- FebVariational Data Assimilation with a Learned Inverse Observation Operatorno summary yetcs-lg2102.11192Google Research7 citesFeb 22, 2021
- FebLearning with User-Level Privacyno summary yetcs-lg2102.11845Google Research1 citesFeb 23, 2021
- FebDo Transformer Modifications Transfer Across Implementations and Applications?no summary yetcs-lg2102.11972Baidu0 citesFeb 23, 2021
- FebSynthetic Returns for Long-Term Credit Assignmentno summary yetcs-lg2102.12425Google Research12 citesFeb 24, 2021
- FebPsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learningno summary yetcs-lg2102.12560Google Research5 citesFeb 24, 2021
- FebImproved Regret Bound and Experience Replay in Regularized Policy Iterationno summary yetcs-lg2102.12611DeepMind2 citesFeb 25, 2021
- FebDo Input Gradients Highlight Discriminative Features?no summary yetcs-lg2102.12781Google Research1 citesFeb 25, 2021
- FebHyperparameter Transfer Learning with Adaptive Complexityno summary yetcs-lg2102.12810Amazon2 citesFeb 25, 2021
- FebEmerging Trends in Federated Learning: From Model Fusion to Federated X Learningno summary yetcs-lg2102.12920Amazon19 citesFeb 25, 2021
- FebTowards Unbiased and Accurate Deferral to Multiple Expertsno summary yetcs-lg2102.13004Amazon6 citesFeb 25, 2021
- FebOn The Effect of Auxiliary Tasks on Representation Dynamicsno summary yetcs-lg2102.13089Google Research2 citesFeb 25, 2021
- FebMachine Unlearning via Algorithmic Stabilityno summary yetcs-lg2102.13179Adobe4 citesFeb 25, 2021
- FebOff-Policy Imitation Learning from Observationsno summary yetcs-lg2102.13185Google Research7 citesFeb 25, 2021
- FebOnline Multi-Armed Bandits with Adaptive Inferenceno summary yetcs-lg2102.13202Netflix0 citesFeb 25, 2021
- FebA Regret Minimization Approach to Iterative Learning Controlno summary yetcs-lg2102.13478Google Research3 citesFeb 26, 2021
- FebBeyond Fine-Tuning: Transferring Behavior in Reinforcement Learningno summary yetcs-lg2102.13515DeepMind4 citesFeb 24, 2021
- FebRevisiting Peng's Q($λ$) for Modern Reinforcement Learningno summary yetcs-lg2103.00107DeepMind1 citesFeb 27, 2021
- FebAnomaly Detection on Attributed Networks via Contrastive Self-Supervised Learningno summary yetcs-lg2103.00113Alibaba440 citesFeb 27, 2021
- FebData-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspectiveno summary yetcs-lg2103.00397Microsoft Research7 citesFeb 28, 2021
- JanAutoDropout: Learning Dropout Patterns to Regularize Deep Networksno summary yetcs-lg2101.01761Google Research14 citesJan 5, 2021
- JanGeometric Entropic Explorationno summary yetcs-lg2101.02055Google Research8 citesJan 6, 2021
- JanFairness with Continuous Optimal Transportno summary yetcs-lg2101.02084Google Research4 citesJan 6, 2021
- JanHandling many conversions per click in modeling delayed feedbackno summary yetcs-lg2101.02284Google Research1 citesJan 6, 2021
- JanSimplified DOM Trees for Transferable Attribute Extraction from the Webno summary yetcs-lg2101.02415Google Research11 citesJan 7, 2021
- JanA Framework for Deep Constrained Clusteringno summary yetcs-lg2101.02792Google Research1 citesJan 7, 2021
- JanHow to Train Your Energy-Based Modelsno summary yetcs-lg2101.03288Google Research81 citesJan 9, 2021
- JanDeep Interactive Bayesian Reinforcement Learning via Meta-Learningno summary yetcs-lg2101.03864Microsoft Research9 citesJan 11, 2021
- JanEvolving Reinforcement Learning Algorithmsno summary yetcs-lg2101.03958Google Research19 citesJan 8, 2021
- JanTechnology Readiness Levels for Machine Learning Systemsno summary yetcs-lg2101.03989Salesforce160 citesJan 11, 2021
- JanMeasuring Recommender System Effects with Simulated Usersno summary yetcs-lg2101.04526Google Research21 citesJan 12, 2021
- JanAdversary Instantiation: Lower Bounds for Differentially Private Machine Learningno summary yetcs-lg2101.04535Google Research26 citesJan 11, 2021
- JanAsymmetric self-play for automatic goal discovery in robotic manipulationno summary yetcs-lg2101.04882OpenAI21 citesJan 13, 2021
- JanMC-LSTM: Mass-Conserving LSTMno summary yetcs-lg2101.05186Google Research3 citesJan 13, 2021
- JanContrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learningno summary yetcs-lg2101.05265Google Research27 citesJan 13, 2021
- JanGaussian Mixture Graphical Lasso with Application to Edge Detection in Brain Networksno summary yetcs-lg2101.05348Amazon0 citesJan 13, 2021
- JanLIME: Learning Inductive Bias for Primitives of Mathematical Reasoningno summary yetcs-lg2101.06223Google Research9 citesJan 15, 2021
- JanFundamental Tradeoffs in Distributionally Adversarial Trainingno summary yetcs-lg2101.06309Adobe2 citesJan 15, 2021
- JanLearning Successor States and Goal-Dependent Values: A Mathematical Viewpointno summary yetcs-lg2101.07123DeepMind2 citesJan 18, 2021
- JanTraining Learned Optimizers with Randomly Initialized Learned Optimizersno summary yetcs-lg2101.07367Google Research2 citesJan 14, 2021
- JanDisentangled Recurrent Wasserstein Autoencoderno summary yetcs-lg2101.07496Tencent2 citesJan 19, 2021
- JanLearning over Families of Sets -- Hypergraph Representation Learning for Higher Order Tasksno summary yetcs-lg2101.07773Amazon1 citesJan 19, 2021
- JanDistilling Interpretable Models into Human-Readable Codeno summary yetcs-lg2101.08393Google Research0 citesJan 21, 2021
- JanRobust Reinforcement Learning on State Observations with Learned Optimal Adversaryno summary yetcs-lg2101.08452Google Research46 citesJan 21, 2021
- JanCharacterizing signal propagation to close the performance gap in unnormalized ResNetsno summary yetcs-lg2101.08692DeepMind21 citesJan 21, 2021
- JanPyGlove: Symbolic Programming for Automated Machine Learningno summary yetcs-lg2101.08809Google Research7 citesJan 21, 2021
- JanEmergent Communication under Competitionno summary yetcs-lg2101.10276DeepMind5 citesJan 25, 2021
- JanLow Complexity Approximate Bayesian Logistic Regression for Sparse Online Learningno summary yetcs-lg2101.12113Google Research3 citesJan 28, 2021
- Jantf.data: A Machine Learning Data Processing Frameworkno summary yetcs-lg2101.12127Google Research9 citesJan 28, 2021
- JanOn the Origin of Implicit Regularization in Stochastic Gradient Descentno summary yetcs-lg2101.12176DeepMind40 citesJan 28, 2021
- JanEmpathBERT: A BERT-based Framework for Demographic-aware Empathy Predictionno summary yetcs-lg2102.00272Adobe3 citesJan 30, 2021
- JanExponential Savings in Agnostic Active Learning through Abstentionno summary yetcs-lg2102.00451Google Research0 citesJan 31, 2021
- JanExact Recovery of Clusters in Finite Metric Spaces Using Oracle Queriesno summary yetcs-lg2102.00504Google Research3 citesJan 31, 2021
2020
660- DecProfile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Modelsno summary yetcs-lg2012.00195Salesforce14 citesDec 1, 2020
- DecLatent Programmer: Discrete Latent Codes for Program Synthesisno summary yetcs-lg2012.00377Google Research5 citesDec 1, 2020
- DecOn the Error Resistance of Hinge Loss Minimizationno summary yetcs-lg2012.00989Google Research1 citesDec 2, 2020
- DecBSODA: A Bipartite Scalable Framework for Online Disease Diagnosisno summary yetcs-lg2012.01065Tencent9 citesDec 2, 2020
- DecNeural Contextual Bandits with Deep Representation and Shallow Explorationno summary yetcs-lg2012.01780Adobe18 citesDec 3, 2020
- DecEmergent Complexity and Zero-shot Transfer via Unsupervised Environment Designno summary yetcs-lg2012.02096Google Research22 citesDec 3, 2020
- DecConcept-based model explanations for Electronic Health Recordsno summary yetcs-lg2012.02308DeepMind21 citesDec 3, 2020
- DecLogic Synthesis Meets Machine Learning: Trading Exactness for Generalizationno summary yetcs-lg2012.02530Google Research6 citesDec 4, 2020
- DecEfficient semidefinite-programming-based inference for binary and multi-class MRFsno summary yetcs-lg2012.02661Microsoft Research1 citesDec 4, 2020
- DecFairOD: Fairness-aware Outlier Detectionno summary yetcs-lg2012.03063Snap17 citesDec 5, 2020
- DecWhen Do Curricula Work?no summary yetcs-lg2012.03107Google Research7 citesDec 5, 2020
- DecEfficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applicationsno summary yetcs-lg2012.03540Alibaba1 citesDec 7, 2020
- DecReset-Free Lifelong Learning with Skill-Space Planningno summary yetcs-lg2012.03548Google Research11 citesDec 7, 2020
- DecAutoencoding Variational Autoencoderno summary yetcs-lg2012.03715Google Research15 citesDec 7, 2020
- DecParallel Training of Deep Networks with Local Updatesno summary yetcs-lg2012.03837Google Research10 citesDec 7, 2020
- DecSample-efficient proper PAC learning with approximate differential privacyno summary yetcs-lg2012.03893Google Research6 citesDec 7, 2020
- DecGAEA: Graph Augmentation for Equitable Access via Reinforcement Learningno summary yetcs-lg2012.03900Salesforce0 citesDec 7, 2020
- DecTowards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Thingsno summary yetcs-lg2012.04436Tencent43 citesDec 8, 2020
- DecSplit: Inferring Unobserved Event Probabilities for Disentangling Brand-Customer Interactionsno summary yetcs-lg2012.04445Adobe0 citesDec 8, 2020
- DecModels, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learningno summary yetcs-lg2012.04603Google Research4 citesDec 8, 2020
- DecData and its (dis)contents: A survey of dataset development and use in machine learning researchno summary yetcs-lg2012.05345Google Research477 citesDec 9, 2020
- DecWhen is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?no summary yetcs-lg2012.06421Apple33 citesDec 11, 2020
- DecSemi-supervised reward learning for offline reinforcement learningno summary yetcs-lg2012.06899Google Research7 citesDec 12, 2020
- DecBudgeted and Non-budgeted Causal Banditsno summary yetcs-lg2012.07058Adobe2 citesDec 13, 2020
- DecNeurIPS 2020 Competition: Predicting Generalization in Deep Learningno summary yetcs-lg2012.07976Google Research22 citesDec 14, 2020
- DecLearning Energy-Based Models by Diffusion Recovery Likelihoodno summary yetcs-lg2012.08125Google Research15 citesDec 15, 2020
- DecModeling Heterogeneous Statistical Patterns in High-dimensional Data by Adversarial Distributions: An Unsupervised Generative Frameworkno summary yetcs-lg2012.08153Alibaba1 citesDec 15, 2020
- Dec*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Taskno summary yetcs-lg2012.08266Google Research2 citesDec 15, 2020
- DecAmazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimizationno summary yetcs-lg2012.08489Amazon3 citesDec 15, 2020
- DecMitigating Bias in Calibration Error Estimationno summary yetcs-lg2012.08668Google Research23 citesDec 15, 2020
- DecHierarchical Graph Capsule Networkno summary yetcs-lg2012.08734Tencent2 citesDec 16, 2020
- DecLearning Accurate Long-term Dynamics for Model-based Reinforcement Learningno summary yetcs-lg2012.09156Meta / FAIR4 citesDec 16, 2020
- DecKernelized Classification in Deep Networksno summary yetcs-lg2012.09607Google Research0 citesDec 8, 2020
- DecExact Reduction of Huge Action Spaces in General Reinforcement Learningno summary yetcs-lg2012.10200DeepMind0 citesDec 18, 2020
- DecCommunication-Aware Collaborative Learningno summary yetcs-lg2012.10569Salesforce0 citesDec 19, 2020
- DecLieTransformer: Equivariant self-attention for Lie Groupsno summary yetcs-lg2012.10885DeepMind35 citesDec 20, 2020
- DecLQF: Linear Quadratic Fine-Tuningno summary yetcs-lg2012.11140Amazon1 citesDec 21, 2020
- DecFast and Accurate $k$-means++ via Rejection Samplingno summary yetcs-lg2012.11891Google Research5 citesDec 22, 2020
- DecSelf-Imitation Advantage Learningno summary yetcs-lg2012.11989Google Research8 citesDec 22, 2020
- DecEfficient Continual Learning with Modular Networks and Task-Driven Priorsno summary yetcs-lg2012.12631Meta / FAIR29 citesDec 23, 2020
- DecSelf-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphsno summary yetcs-lg2012.13023Amazon42 citesDec 23, 2020
- DecRegret Bound Balancing and Elimination for Model Selection in Bandits and RLno summary yetcs-lg2012.13045Google Research12 citesDec 24, 2020
- DecUpper Confidence Bounds for Combining Stochastic Banditsno summary yetcs-lg2012.13115Google Research3 citesDec 24, 2020
- DecIntrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuningno summary yetcs-lg2012.13255Meta / FAIR30 citesDec 22, 2020
- DecMixed-Privacy Forgetting in Deep Networksno summary yetcs-lg2012.13431Amazon2 citesDec 24, 2020
- DecCatastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalizationno summary yetcs-lg2012.14193Salesforce13 citesDec 28, 2020
- DecImproved Sample Complexity for Incremental Autonomous Exploration in MDPsno summary yetcs-lg2012.14755DeepMind9 citesDec 29, 2020
- DecCoded Machine Unlearningno summary yetcs-lg2012.15721Meta / FAIR28 citesDec 31, 2020
- DecFairness in Machine Learningno summary yetcs-lg2012.15816DeepMind299 citesDec 31, 2020
- NovLearning on Attribute-Missing Graphsno summary yetcs-lg2011.01623Alibaba122 citesNov 3, 2020
- NovRepresentation Matters: Improving Perception and Exploration for Roboticsno summary yetcs-lg2011.01758DeepMind6 citesNov 3, 2020
- NovReverse engineering learned optimizers reveals known and novel mechanismsno summary yetcs-lg2011.02159Google Research2 citesNov 4, 2020
- NovOn Self-Distilling Graph Neural Networkno summary yetcs-lg2011.02255Tencent3 citesNov 4, 2020
- NovIntriguing Properties of Contrastive Lossesno summary yetcs-lg2011.02803Google Research0 citesNov 5, 2020
- NovMeasuring Data Collection Diligence for Community Healthcareno summary yetcs-lg2011.02962Google Research0 citesNov 5, 2020
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- NovMinimax Group Fairness: Algorithms and Experimentsno summary yetcs-lg2011.03108Amazon8 citesNov 5, 2020
- NovHighly Available Data Parallel ML training on Mesh Networksno summary yetcs-lg2011.03605Google Research0 citesNov 6, 2020
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- NovOnline Sparse Reinforcement Learningno summary yetcs-lg2011.04018Google Research3 citesNov 8, 2020
- NovSparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficientno summary yetcs-lg2011.04019Google Research10 citesNov 8, 2020
- NovAdaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learningno summary yetcs-lg2011.04050Google Research9 citesNov 8, 2020
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- NovAdaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignmentno summary yetcs-lg2011.04832Microsoft Research2 citesNov 9, 2020
- NovLearning Discrete Energy-based Models via Auxiliary-variable Local Explorationno summary yetcs-lg2011.05363Google Research2 citesNov 10, 2020
- NovTowards NNGP-guided Neural Architecture Searchno summary yetcs-lg2011.06006Google Research14 citesNov 11, 2020
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- NovEvaluating Curriculum Learning Strategies in Neural Combinatorial Optimizationno summary yetcs-lg2011.06188Google Research11 citesNov 12, 2020
- NovA Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challengesno summary yetcs-lg2011.06225Google Research2,420 citesNov 12, 2020
- NovRidge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessianno summary yetcs-lg2011.06505Google Research1 citesNov 12, 2020
- NovA Geometric Perspective on Self-Supervised Policy Adaptationno summary yetcs-lg2011.07318Google Research0 citesNov 14, 2020
- NovTowards transformation-resilient provenance detection of digital mediano summary yetcs-lg2011.07355Google Research2 citesNov 14, 2020
- NovFederated Composite Optimizationno summary yetcs-lg2011.08474Google Research11 citesNov 17, 2020
- NovREALab: An Embedded Perspective on Tamperingno summary yetcs-lg2011.08820Google Research3 citesNov 17, 2020
- NovImproving Calibration in Deep Metric Learning With Cross-Example Softmaxno summary yetcs-lg2011.08824Google Research0 citesNov 17, 2020
- NovAvoiding Tampering Incentives in Deep RL via Decoupled Approvalno summary yetcs-lg2011.08827Google Research2 citesNov 17, 2020
- NovVery Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Imagesno summary yetcs-lg2011.10650OpenAI79 citesNov 20, 2020
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- NovREPAINT: Knowledge Transfer in Deep Reinforcement Learningno summary yetcs-lg2011.11827Amazon3 citesNov 24, 2020
- NovUncertainty Estimation and Calibration with Finite-State Probabilistic RNNsno summary yetcs-lg2011.12010Amazon7 citesNov 24, 2020
- NovInvariant Representation Learning for Treatment Effect Estimationno summary yetcs-lg2011.12379Google Research11 citesNov 24, 2020
- NovEquivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processesno summary yetcs-lg2011.12916DeepMind4 citesNov 25, 2020
- NovScore-Based Generative Modeling through Stochastic Differential Equationsno summary yetcs-lg2011.13456Google Research1,272 citesNov 26, 2020
- NovFIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuningno summary yetcs-lg2011.13493NVIDIA48 citesNov 26, 2020
- NovPowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Networkno summary yetcs-lg2011.13494NVIDIA84 citesNov 26, 2020
- NovTight Hardness Results for Training Depth-2 ReLU Networksno summary yetcs-lg2011.13550Microsoft Research8 citesNov 27, 2020
- NovOffline Learning from Demonstrations and Unlabeled Experienceno summary yetcs-lg2011.13885Google Research14 citesNov 27, 2020
- NovLatent Skill Planning for Exploration and Transferno summary yetcs-lg2011.13897Google Research1 citesNov 27, 2020
- NovSoft-Robust Algorithms for Batch Reinforcement Learningno summary yetcs-lg2011.14495Google Research0 citesNov 30, 2020
- NovRobust and Private Learning of Halfspacesno summary yetcs-lg2011.14580Google Research3 citesNov 30, 2020
- NovRevisiting Rainbow: Promoting more Insightful and Inclusive Deep Reinforcement Learning Researchno summary yetcs-lg2011.14826Google Research20 citesNov 20, 2020
- OctHeteroscedastic Bayesian Optimisation for Stochastic Model Predictive Controlno summary yetcs-lg2010.00202NVIDIA2 citesOct 1, 2020
- OctEigenGame: PCA as a Nash Equilibriumno summary yetcs-lg2010.00554Google Research6 citesOct 1, 2020
- OctEmergent Social Learning via Multi-agent Reinforcement Learningno summary yetcs-lg2010.00581OpenAI8 citesOct 1, 2020
- OctNeural Thompson Samplingno summary yetcs-lg2010.00827Google Research26 citesOct 2, 2020
- OctFOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularizationno summary yetcs-lg2010.01112Tencent0 citesOct 2, 2020
- OctNeighbourhood Distillation: On the benefits of non end-to-end distillationno summary yetcs-lg2010.01189Google Research0 citesOct 2, 2020
- OctExponential Lower Bounds for Planning in MDPs With Linearly-Realizable Optimal Action-Value Functionsno summary yetcs-lg2010.01374Google Research20 citesOct 3, 2020
- OctSharpness-Aware Minimization for Efficiently Improving Generalizationno summary yetcs-lg2010.01412Google Research104 citesOct 3, 2020
- OctA Sharp Analysis of Model-based Reinforcement Learning with Self-Playno summary yetcs-lg2010.01604Salesforce6 citesOct 4, 2020
- OctUnbiased Gradient Estimation for Variational Auto-Encoders using Coupled Markov Chainsno summary yetcs-lg2010.01845DeepMind3 citesOct 5, 2020
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- OctA Unifying View on Implicit Bias in Training Linear Neural Networksno summary yetcs-lg2010.02501Google Research12 citesOct 6, 2020
- OctInteractive Reinforcement Learning for Feature Selection with Decision Tree in the Loopno summary yetcs-lg2010.02506Baidu2 citesOct 2, 2020
- OctImproved Analysis of Clipping Algorithms for Non-convex Optimizationno summary yetcs-lg2010.02519Microsoft Research3 citesOct 5, 2020
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- OctInstance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspectiveno summary yetcs-lg2010.03104Microsoft Research2 citesOct 7, 2020
- OctRepresentation Learning for Sequence Data with Deep Autoencoding Predictive Componentsno summary yetcs-lg2010.03135Salesforce6 citesOct 7, 2020
- OctLearning Mesh-Based Simulation with Graph Networksno summary yetcs-lg2010.03409Google Research49 citesOct 7, 2020
- OctEpisodic Reinforcement Learning in Finite MDPs: Minimax Lower Bounds Revisitedno summary yetcs-lg2010.03531DeepMind23 citesOct 7, 2020
- OctGradient Flow in Sparse Neural Networks and How Lottery Tickets Winno summary yetcs-lg2010.03533Google Research0 citesOct 7, 2020
- OctActor-Critic Algorithm for High-dimensional Partial Differential Equationsno summary yetcs-lg2010.03647Salesforce3 citesOct 7, 2020
- OctInterlocking Backpropagation: Improving depthwise model-parallelismno summary yetcs-lg2010.04116Google Research5 citesOct 8, 2020
- OctNo MCMC for me: Amortized sampling for fast and stable training of energy-based modelsno summary yetcs-lg2010.04230Google Research7 citesOct 8, 2020
- OctLinear Mode Connectivity in Multitask and Continual Learningno summary yetcs-lg2010.04495Google Research13 citesOct 9, 2020
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- OctGenerative Temporal Difference Learning for Infinite-Horizon Predictionno summary yetcs-lg2010.14496Google Research5 citesOct 27, 2020
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- FebExplore, Discover and Learn: Unsupervised Discovery of State-Covering Skillsno summary yetcs-lg2002.03647Salesforce15 citesFeb 10, 2020
- FebProvable Self-Play Algorithms for Competitive Reinforcement Learningno summary yetcs-lg2002.04017Salesforce30 citesFeb 10, 2020
- FebAdversarial Filters of Dataset Biasesno summary yetcs-lg2002.04108AllenAI126 citesFeb 10, 2020
- FebCompositional Embeddings for Multi-Label One-Shot Learningno summary yetcs-lg2002.04193Google Research1 citesFeb 11, 2020
- FebGeneralised Lipschitz Regularisation Equals Distributional Robustnessno summary yetcs-lg2002.04197Google Research5 citesFeb 11, 2020
- FebNeural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networksno summary yetcs-lg2002.04319Apple0 citesFeb 11, 2020
- FebFundamental Tradeoffs between Invariance and Sensitivity to Adversarial Perturbationsno summary yetcs-lg2002.04599Google Research29 citesFeb 11, 2020
- FebOnline Learning with Imperfect Hintsno summary yetcs-lg2002.04726Google Research3 citesFeb 11, 2020
- FebMachine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligenceno summary yetcs-lg2002.04803NVIDIA57 citesFeb 12, 2020
- FebResolving Spurious Correlations in Causal Models of Environments via Interventionsno summary yetcs-lg2002.05217Google Research5 citesFeb 12, 2020
- FebData Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharingno summary yetcs-lg2002.05229Google Research1 citesFeb 12, 2020
- FebThe Conditional Entropy Bottleneckno summary yetcs-lg2002.05379Google Research8 citesFeb 13, 2020
- FebCEB Improves Model Robustnessno summary yetcs-lg2002.05380Google Research11 citesFeb 13, 2020
- FebBRPO: Batch Residual Policy Optimizationno summary yetcs-lg2002.05522Google Research5 citesFeb 8, 2020
- FebMultiresolution Tensor Learning for Efficient and Interpretable Spatial Analysisno summary yetcs-lg2002.05578Salesforce9 citesFeb 13, 2020
- FebSelf-Distillation Amplifies Regularization in Hilbert Spaceno summary yetcs-lg2002.05715Google Research98 citesFeb 13, 2020
- FebNever Give Up: Learning Directed Exploration Strategiesno summary yetcs-lg2002.06038Google Research80 citesFeb 14, 2020
- FebMultivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flowsno summary yetcs-lg2002.06103Google Research12 citesFeb 14, 2020
- FebUniversal Value Density Estimation for Imitation Learning and Goal-Conditioned Reinforcement Learningno summary yetcs-lg2002.06473DeepMind7 citesFeb 15, 2020
- FebBatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learningno summary yetcs-lg2002.06715Google Research91 citesFeb 17, 2020
- FebLow-Rank Bottleneck in Multi-head Attention Modelsno summary yetcs-lg2002.07028Google Research14 citesFeb 17, 2020
- FebControlling Computation versus Quality for Neural Sequence Modelsno summary yetcs-lg2002.07106Google Research13 citesFeb 17, 2020
- FebAdaptive Region-Based Active Learningno summary yetcs-lg2002.07348Google Research2 citesFeb 18, 2020
- FebIs Local SGD Better than Minibatch SGD?no summary yetcs-lg2002.07839Google Research45 citesFeb 18, 2020
- FebRandomized Smoothing of All Shapes and Sizesno summary yetcs-lg2002.08118Microsoft Research29 citesFeb 19, 2020
- FebValue-driven Hindsight Modellingno summary yetcs-lg2002.08329Google Research2 citesFeb 19, 2020
- FebOn Adaptive Attacks to Adversarial Example Defensesno summary yetcs-lg2002.08347Google Research141 citesFeb 19, 2020
- FebKeep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learningno summary yetcs-lg2002.08396Google Research55 citesFeb 19, 2020
- FebEstimating Training Data Influence by Tracing Gradient Descentno summary yetcs-lg2002.08484Google Research6 citesFeb 19, 2020
- FebOptimizing Black-box Metrics with Adaptive Surrogatesno summary yetcs-lg2002.08605Google Research4 citesFeb 20, 2020
- FebUnsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practiceno summary yetcs-lg2002.08681Alibaba96 citesFeb 20, 2020
- FebStochastic Optimization for Regularized Wasserstein Estimatorsno summary yetcs-lg2002.08695Google Research9 citesFeb 20, 2020
- FebScalable Second Order Optimization for Deep Learningno summary yetcs-lg2002.09018Google Research29 citesFeb 20, 2020
- FebLearning to Simulate Complex Physics with Graph Networksno summary yetcs-lg2002.09405Google Research448 citesFeb 21, 2020
- FebRobustPeriod: Time-Frequency Mining for Robust Multiple Periodicity Detectionno summary yetcs-lg2002.09535Alibaba93 citesFeb 21, 2020
- FebOn Thompson Sampling with Langevin Algorithmsno summary yetcs-lg2002.10002Google Research6 citesFeb 23, 2020
- FebSemi-Supervised Neural Architecture Searchno summary yetcs-lg2002.10389Microsoft Research8 citesFeb 24, 2020
- FebLagrangian Decomposition for Neural Network Verificationno summary yetcs-lg2002.10410Google Research8 citesFeb 24, 2020
- FebBatch Normalization Biases Residual Blocks Towards the Identity Function in Deep Networksno summary yetcs-lg2002.10444Google Research63 citesFeb 24, 2020
- FebReparameterizing Mirror Descent as Gradient Descentno summary yetcs-lg2002.10487Google Research2 citesFeb 24, 2020
- FebThree Approaches for Personalization with Applications to Federated Learningno summary yetcs-lg2002.10619Google Research322 citesFeb 25, 2020
- FebCoherent Gradients: An Approach to Understanding Generalization in Gradient Descent-based Optimizationno summary yetcs-lg2002.10657Google Research21 citesFeb 25, 2020
- FebDynamic Incentive-aware Learning: Robust Pricing in Contextual Auctionsno summary yetcs-lg2002.11137Google Research25 citesFeb 25, 2020
- FebSparse Sinkhorn Attentionno summary yetcs-lg2002.11296Google Research77 citesFeb 26, 2020
- FebOnline Learning in Contextual Bandits using Gated Linear Networksno summary yetcs-lg2002.11611Google Research8 citesFeb 21, 2020
- FebUsing a thousand optimization tasks to learn hyperparameter search strategiesno summary yetcs-lg2002.11887Google Research14 citesFeb 27, 2020
- FebFairness-Aware Learning with Prejudice Free Representationsno summary yetcs-lg2002.12143LinkedIn21 citesFeb 26, 2020
- FebConQUR: Mitigating Delusional Bias in Deep Q-learningno summary yetcs-lg2002.12399Google Research1 citesFeb 27, 2020
- FebAdaptive Federated Optimizationno summary yetcs-lg2003.00295Google Research128 citesFeb 29, 2020
- FebTowards Modular Algorithm Inductionno summary yetcs-lg2003.04227Google Research2 citesFeb 27, 2020
- JanSelf-Supervised Learning of Generative Spin-Glasses with Normalizing Flowsno summary yetcs-lg2001.00585Google Research6 citesJan 2, 2020
- JanAutomated Relational Meta-learningno summary yetcs-lg2001.00745Alibaba22 citesJan 3, 2020
- JanMaking Sense of Reinforcement Learning and Probabilistic Inferenceno summary yetcs-lg2001.00805Google Research12 citesJan 3, 2020
- JanRelative Flatness and Generalizationno summary yetcs-lg2001.00939Google Research0 citesJan 3, 2020
- JanSemi-supervised Classification using Attention-based Regularization on Coarse-resolution Datano summary yetcs-lg2001.00994LinkedIn1 citesJan 3, 2020
- JanVamsa: Automated Provenance Tracking in Data Science Scriptsno summary yetcs-lg2001.01861Microsoft Research42 citesJan 7, 2020
- JanReinforcement Learning via Fenchel-Rockafellar Dualityno summary yetcs-lg2001.01866Google Research25 citesJan 7, 2020
- JanPhase Transitions for the Information Bottleneck in Representation Learningno summary yetcs-lg2001.01878Google Research3 citesJan 7, 2020
- JanMACER: Attack-free and Scalable Robust Training via Maximizing Certified Radiusno summary yetcs-lg2001.02378Google Research3 citesJan 8, 2020
- JanLeast squares binary quantization of neural networksno summary yetcs-lg2001.02786Apple1 citesJan 9, 2020
- JanEfficient Memory Management for Deep Neural Net Inferenceno summary yetcs-lg2001.03288Google Research5 citesJan 10, 2020
- JanTowards GAN Benchmarks Which Require Generalizationno summary yetcs-lg2001.03653Google Research9 citesJan 10, 2020
- JanFaster Transformer Decoding: N-gram Masked Self-Attentionno summary yetcs-lg2001.04589Google Research13 citesJan 14, 2020
- JanDDSP: Differentiable Digital Signal Processingno summary yetcs-lg2001.04643Google Research78 citesJan 14, 2020
- JanSmooth markets: A basic mechanism for organizing gradient-based learnersno summary yetcs-lg2001.04678Google Research7 citesJan 14, 2020
- JanShapeVis: High-dimensional Data Visualization at Scaleno summary yetcs-lg2001.05166Adobe0 citesJan 15, 2020
- JanLipschitz Lifelong Reinforcement Learningno summary yetcs-lg2001.05411Amazon6 citesJan 15, 2020
- JanProvable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networksno summary yetcs-lg2001.05992Google Research34 citesJan 16, 2020
- JanSideways: Depth-Parallel Training of Video Modelsno summary yetcs-lg2001.06232DeepMind1 citesJan 17, 2020
- JanScalable Bid Landscape Forecasting in Real-time Biddingno summary yetcs-lg2001.06587Adobe5 citesJan 18, 2020
- JanGradient Surgery for Multi-Task Learningno summary yetcs-lg2001.06782Google Research108 citesJan 19, 2020
- JanOn the infinite width limit of neural networks with a standard parameterizationno summary yetcs-lg2001.07301Google Research14 citesJan 21, 2020
- JanQ-Learning in enormous action spaces via amortized approximate maximizationno summary yetcs-lg2001.08116Google Research30 citesJan 22, 2020
- JanChameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilationno summary yetcs-lg2001.08743Google Research27 citesJan 23, 2020
- JanDP-CGAN: Differentially Private Synthetic Data and Label Generationno summary yetcs-lg2001.09700Google Research1 citesJan 27, 2020
- JanPolygames: Improved Zero Learningno summary yetcs-lg2001.09832Meta / FAIR3 citesJan 27, 2020
- JanFast Rates for Online Prediction with Abstentionno summary yetcs-lg2001.10623Google Research1 citesJan 28, 2020
- JanMEMO: A Deep Network for Flexible Combination of Episodic Memoriesno summary yetcs-lg2001.10913Google Research7 citesJan 29, 2020
- JanBoosting Simple Learnersno summary yetcs-lg2001.11704Google Research2 citesJan 31, 2020
- JanOn Implicit Regularization in $β$-VAEsno summary yetcs-lg2002.00041Google Research4 citesJan 31, 2020
2019
612- DecFast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Sizeno summary yetcs-lg1912.00362Tencent2 citesDec 1, 2019
- DecA Method for Computing Class-wise Universal Adversarial Perturbationsno summary yetcs-lg1912.00466Adobe5 citesDec 1, 2019
- DecThe intriguing role of module criticality in the generalization of deep networksno summary yetcs-lg1912.00528Google Research13 citesDec 2, 2019
- DecCombining MixMatch and Active Learning for Better Accuracy with Fewer Labelsno summary yetcs-lg1912.00594Google Research18 citesDec 2, 2019
- DecNeural Predictor for Neural Architecture Searchno summary yetcs-lg1912.00848Google Research19 citesDec 2, 2019
- DecLOGAN: Latent Optimisation for Generative Adversarial Networksno summary yetcs-lg1912.00953Google Research55 citesDec 2, 2019
- DecAdaptive Online Planning for Continual Lifelong Learningno summary yetcs-lg1912.01188Google Research8 citesDec 3, 2019
- DecLeveraging Procedural Generation to Benchmark Reinforcement Learningno summary yetcs-lg1912.01588OpenAI171 citesDec 3, 2019
- DecDream to Control: Learning Behaviors by Latent Imaginationno summary yetcs-lg1912.01603Google Research137 citesDec 3, 2019
- DecDeep Physiological State Space Model for Clinical Forecastingno summary yetcs-lg1912.01762Google Research1 citesDec 4, 2019
- DecExpressiveness and Learning of Hidden Quantum Markov Modelsno summary yetcs-lg1912.02098Microsoft Research4 citesDec 2, 2019
- DecFantastic Generalization Measures and Where to Find Themno summary yetcs-lg1912.02178Google Research153 citesDec 4, 2019
- DecLarge-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baselineno summary yetcs-lg1912.02379Meta / FAIR6 citesDec 5, 2019
- DecHindsight Credit Assignmentno summary yetcs-lg1912.02503Google Research17 citesDec 5, 2019
- DecCombining Q-Learning and Search with Amortized Value Estimatesno summary yetcs-lg1912.02807Google Research17 citesDec 5, 2019
- DecObservational Overfitting in Reinforcement Learningno summary yetcs-lg1912.02975Google Research17 citesDec 6, 2019
- DecSampling-Free Learning of Bayesian Quantized Neural Networksno summary yetcs-lg1912.02992Amazon0 citesDec 6, 2019
- DecAchieving Robustness in the Wild via Adversarial Mixing with Disentangled Representationsno summary yetcs-lg1912.03192DeepMind16 citesDec 6, 2019
- DecVALAN: Vision and Language Agent Navigationno summary yetcs-lg1912.03241Google Research7 citesDec 6, 2019
- DecYour Classifier is Secretly an Energy Based Model and You Should Treat it Like Oneno summary yetcs-lg1912.03263Google Research86 citesDec 6, 2019
- DecMeta-Learning without Memorizationno summary yetcs-lg1912.03820Google Research72 citesDec 9, 2019
- DecIntegration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discoveryno summary yetcs-lg1912.04825Meta / FAIR17 citesDec 10, 2019
- DecAdvances and Open Problems in Federated Learningno summary yetcs-lg1912.04977Google Research4,666 citesDec 10, 2019
- DecImitation Learning via Off-Policy Distribution Matchingno summary yetcs-lg1912.05032Google Research30 citesDec 10, 2019
- DecEfficient and Robust Reinforcement Learning with Uncertainty-based Value Expansionno summary yetcs-lg1912.05328Baidu6 citesDec 10, 2019
- DecJust Add Functions: A Neural-Symbolic Language Modelno summary yetcs-lg1912.05421AllenAI1 citesDec 11, 2019
- DecMore Efficient Off-Policy Evaluation through Regularized Targeted Learningno summary yetcs-lg1912.06292Netflix17 citesDec 13, 2019
- DecA Deep Neural Network's Loss Surface Contains Every Low-dimensional Patternno summary yetcs-lg1912.07559Google Research4 citesDec 16, 2019
- DecMeasuring Compositional Generalization: A Comprehensive Method on Realistic Datano summary yetcs-lg1912.09713Google Research55 citesDec 20, 2019
- DecAre Transformers universal approximators of sequence-to-sequence functions?no summary yetcs-lg1912.10077Google Research75 citesDec 20, 2019
- DecThere and Back Again: Unraveling the Variational Auto-Encoderno summary yetcs-lg1912.10309Google Research0 citesDec 21, 2019
- DecLessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learningno summary yetcs-lg1912.10389Google Research106 citesDec 22, 2019
- DecA Study of the Learnability of Relational Properties: Model Counting Meets Machine Learning (MCML)no summary yetcs-lg1912.11580Google Research4 citesDec 25, 2019
- DecSynthetic Datasets for Neural Program Synthesisno summary yetcs-lg1912.12345Google Research7 citesDec 27, 2019
- DecSearching for Stage-wise Neural Graphs In the Limitno summary yetcs-lg1912.12860Baidu4 citesDec 30, 2019
- DecDisentangling Trainability and Generalization in Deep Neural Networksno summary yetcs-lg1912.13053Google Research14 citesDec 30, 2019
- DecScalable Hierarchical Clustering with Tree Graftingno summary yetcs-lg2001.00076Microsoft Research17 citesDec 31, 2019
- NovPositive-Unlabeled Reward Learningno summary yetcs-lg1911.00459Google Research10 citesNov 1, 2019
- NovExplicit Explore-Exploit Algorithms in Continuous State Spacesno summary yetcs-lg1911.00617Microsoft Research14 citesNov 1, 2019
- NovLearning based Methods for Code Runtime Complexity Predictionno summary yetcs-lg1911.01155Adobe1 citesNov 4, 2019
- NovLearning to Fix Build Errors with Graph2Diff Neural Networksno summary yetcs-lg1911.01205Google Research15 citesNov 4, 2019
- NovApprenticeship Learning via Frank-Wolfeno summary yetcs-lg1911.01679Google Research0 citesNov 5, 2019
- NovPractical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systemsno summary yetcs-lg1911.01916Google Research0 citesNov 5, 2019
- NovComputational Separations between Sampling and Optimizationno summary yetcs-lg1911.02074Google Research5 citesNov 5, 2019
- NovFully Parameterized Quantile Function for Distributional Reinforcement Learningno summary yetcs-lg1911.02140Microsoft Research39 citesNov 5, 2019
- NovDistributional Reward Decomposition for Reinforcement Learningno summary yetcs-lg1911.02166Microsoft Research3 citesNov 6, 2019
- NovDon't Blame the ELBO! A Linear VAE Perspective on Posterior Collapseno summary yetcs-lg1911.02469Google Research18 citesNov 6, 2019
- NovMLPerf Inference Benchmarkno summary yetcs-lg1911.02549Meta / FAIR40 citesNov 6, 2019
- NovData Generation for Neural Programming by Exampleno summary yetcs-lg1911.02624Google Research3 citesNov 6, 2019
- NovA Comprehensive Survey on Transfer Learningno summary yetcs-lg1911.02685Baidu228 citesNov 7, 2019
- NovCommunity-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networksno summary yetcs-lg1911.03583Google Research0 citesNov 8, 2019
- NovAdaptivity in Adaptive Submodularityno summary yetcs-lg1911.03620Google Research7 citesNov 9, 2019
- NovTowards Understanding Gender Bias in Relation Extractionno summary yetcs-lg1911.03642Google Research7 citesNov 9, 2019
- NovInteraction is necessary for distributed learning with privacy or communication constraintsno summary yetcs-lg1911.04014Google Research1 citesNov 11, 2019
- NovMulti-Agent Connected Autonomous Driving using Deep Reinforcement Learningno summary yetcs-lg1911.04175Microsoft Research8 citesNov 11, 2019
- NovMulti-Path Policy Optimizationno summary yetcs-lg1911.04207Alibaba1 citesNov 11, 2019
- NovSelf-training with Noisy Student improves ImageNet classificationno summary yetcs-lg1911.04252Google Research241 citesNov 11, 2019
- NovEfficient Fair Principal Component Analysisno summary yetcs-lg1911.04931Microsoft Research8 citesNov 12, 2019
- NovWhat Do Compressed Deep Neural Networks Forget?no summary yetcs-lg1911.05248Google Research14 citesNov 13, 2019
- NovLearning from a Teacher using Unlabeled Datano summary yetcs-lg1911.05275Google Research5 citesNov 13, 2019
- NovThe Deep Learning Revolution and Its Implications for Computer Architecture and Chip Designno summary yetcs-lg1911.05289Google Research26 citesNov 13, 2019
- NovGradientless Descent: High-Dimensional Zeroth-Order Optimizationno summary yetcs-lg1911.06317Google Research17 citesNov 14, 2019
- NovModelling EHR timeseries by restricting feature interactionno summary yetcs-lg1911.06410Google Research6 citesNov 14, 2019
- NovGenerative Models for Effective ML on Private, Decentralized Datasetsno summary yetcs-lg1911.06679Google Research43 citesNov 15, 2019
- NovImproved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradientno summary yetcs-lg1911.06833DeepMind4 citesNov 15, 2019
- NovTowards Making Deep Transfer Learning Never Hurtno summary yetcs-lg1911.07489Baidu0 citesNov 18, 2019
- NovOnline Adaptive Asymmetric Active Learning with Limited Budgetsno summary yetcs-lg1911.07498Tencent2 citesNov 18, 2019
- NovA New Ensemble Adversarial Attack Powered by Long-term Gradient Memoriesno summary yetcs-lg1911.07682Alibaba1 citesNov 18, 2019
- NovImplicit Regularization and Convergence for Weight Normalizationno summary yetcs-lg1911.07956Microsoft Research5 citesNov 18, 2019
- NovCan You Really Backdoor Federated Learning?no summary yetcs-lg1911.07963Google Research369 citesNov 18, 2019
- NovAdaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learningno summary yetcs-lg1911.08065Tencent1 citesNov 19, 2019
- NovDeep Minimax Probability Machineno summary yetcs-lg1911.08723Tencent0 citesNov 20, 2019
- NovHeterogeneous Graph-based Knowledge Transfer for Generalized Zero-shot Learningno summary yetcs-lg1911.09046Tencent0 citesNov 20, 2019
- NovGradient-based Optimization for Bayesian Preference Elicitationno summary yetcs-lg1911.09153Google Research2 citesNov 20, 2019
- NovInformation in Infinite Ensembles of Infinitely-Wide Neural Networksno summary yetcs-lg1911.09189Google Research8 citesNov 20, 2019
- NovScalable methods for computing state similarity in deterministic Markov Decision Processesno summary yetcs-lg1911.09291Google Research10 citesNov 21, 2019
- NovRobust Conditional GAN from Uncertainty-Aware Pairwise Comparisonsno summary yetcs-lg1911.09298Tencent1 citesNov 21, 2019
- NovBridging the Gap between Sample-based and One-shot Neural Architecture Search with BONASno summary yetcs-lg1911.09336Amazon24 citesNov 21, 2019
- NovAccurate Hydrologic Modeling Using Less Informationno summary yetcs-lg1911.09427Google Research3 citesNov 21, 2019
- NovFew Shot Network Compression via Cross Distillationno summary yetcs-lg1911.09450Tencent17 citesNov 21, 2019
- NovFilter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networksno summary yetcs-lg1911.09737Google Research28 citesNov 21, 2019
- NovBeyond Synthetic Noise: Deep Learning on Controlled Noisy Labelsno summary yetcs-lg1911.09781Google Research124 citesNov 21, 2019
- NovReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoringno summary yetcs-lg1911.09785Google Research339 citesNov 21, 2019
- NovWhich Channel to Ask My Question? Personalized Customer Service Request Stream Routing using Deep Reinforcement Learningno summary yetcs-lg1911.10521Alibaba1 citesNov 24, 2019
- NovDisentangled Cumulants Help Successor Representations Transfer to New Tasksno summary yetcs-lg1911.10866Google Research7 citesNov 25, 2019
- NovRigging the Lottery: Making All Tickets Winnersno summary yetcs-lg1911.11134DeepMind120 citesNov 25, 2019
- NovStructured Multi-Hashing for Model Compressionno summary yetcs-lg1911.11177Google Research1 citesNov 25, 2019
- NovBehavior Regularized Offline Reinforcement Learningno summary yetcs-lg1911.11361Google Research249 citesNov 26, 2019
- NovText2FaceGAN: Face Generation from Fine Grained Textual Descriptionsno summary yetcs-lg1911.11378Adobe3 citesNov 26, 2019
- NovRanking architectures using meta-learningno summary yetcs-lg1911.11481Google Research1 citesNov 26, 2019
- NovSemi-Supervised Learning for Text Classification by Layer Partitioningno summary yetcs-lg1911.11756Amazon2 citesNov 26, 2019
- NovApproximating the Permanent by Sampling from Adaptive Partitionsno summary yetcs-lg1911.11856AllenAI5 citesNov 26, 2019
- NovYour Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Modelsno summary yetcs-lg1911.12287Google Research7 citesNov 27, 2019
- OctRe-balancing Variational Autoencoder Loss for Molecule Sequence Generationno summary yetcs-lg1910.00698Tencent3 citesOct 1, 2019
- OctDistilling Effective Supervision from Severe Label Noiseno summary yetcs-lg1910.00701Google Research0 citesOct 1, 2019
- OctA Deep Factorization of Style and Structure in Fontsno summary yetcs-lg1910.00748Google Research3 citesOct 2, 2019
- OctEfficient Graph Generation with Graph Recurrent Attention Networksno summary yetcs-lg1910.00760DeepMind174 citesOct 2, 2019
- OctDiffTaichi: Differentiable Programming for Physical Simulationno summary yetcs-lg1910.00935Adobe75 citesOct 1, 2019
- OctMLPerf Training Benchmarkno summary yetcs-lg1910.01500Google Research172 citesOct 2, 2019
- OctBeyond Linearization: On Quadratic and Higher-Order Approximation of Wide Neural Networksno summary yetcs-lg1910.01619Salesforce14 citesOct 3, 2019
- OctImproving Sample Efficiency in Model-Free Reinforcement Learning from Imagesno summary yetcs-lg1910.01741Meta / FAIR121 citesOct 2, 2019
- OctThe Complexity of Finding Stationary Points with Stochastic Gradient Descentno summary yetcs-lg1910.01845Google Research12 citesOct 4, 2019
- OctSNDCNN: Self-normalizing deep CNNs with scaled exponential linear units for speech recognitionno summary yetcs-lg1910.01992Apple2 citesOct 4, 2019
- OctI'm sorry Dave, I'm afraid I can't do that, Deep Q-learning from forbidden actionno summary yetcs-lg1910.02078Google Research7 citesOct 4, 2019
- OctREMIND Your Neural Network to Prevent Catastrophic Forgettingno summary yetcs-lg1910.02509Adobe22 citesOct 6, 2019
- OctHigh-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processesno summary yetcs-lg1910.03002Amazon38 citesOct 7, 2019
- OctGraph Few-shot Learning via Knowledge Transferno summary yetcs-lg1910.03053Tencent5 citesOct 7, 2019
- OctMIM: Mutual Information Machineno summary yetcs-lg1910.03175Google Research2 citesOct 8, 2019
- OctDifferentially private anonymized histogramsno summary yetcs-lg1910.03553Google Research7 citesOct 8, 2019
- OctImitation Learning from Observations by Minimizing Inverse Dynamics Disagreementno summary yetcs-lg1910.04417Tencent27 citesOct 10, 2019
- OctDeGNN: Characterizing and Improving Graph Neural Networks with Graph Decompositionno summary yetcs-lg1910.04499Microsoft Research0 citesOct 10, 2019
- OctA cost-effective method for improving and re-purposing large, pre-trained GANs by fine-tuning their class-embeddingsno summary yetcs-lg1910.04760Adobe2 citesOct 10, 2019
- OctOld Dog Learns New Tricks: Randomized UCB for Bandit Problemsno summary yetcs-lg1910.04928Google Research3 citesOct 11, 2019
- OctInundation Modeling in Data Scarce Regionsno summary yetcs-lg1910.05006Google Research6 citesOct 11, 2019
- OctGeneralization Bounds for Neural Networks via Approximate Description Lengthno summary yetcs-lg1910.05697Google Research5 citesOct 13, 2019
- OctLow Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoderno summary yetcs-lg1910.06464DeepMind119 citesOct 14, 2019
- OctSEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inferenceno summary yetcs-lg1910.06591Google Research32 citesOct 15, 2019
- OctStabilizing Transformers for Reinforcement Learningno summary yetcs-lg1910.06764DeepMind132 citesOct 13, 2019
- OctApproximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functionsno summary yetcs-lg1910.06862Google Research2 citesOct 15, 2019
- OctAdaptive Exploration in Linear Contextual Banditno summary yetcs-lg1910.06996Google Research6 citesOct 15, 2019
- OctEntire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Predictionno summary yetcs-lg1910.07099Alibaba9 citesOct 15, 2019
- OctOrthogonal Gradient Descent for Continual Learningno summary yetcs-lg1910.07104Google Research39 citesOct 15, 2019
- OctConsistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Costno summary yetcs-lg1910.07153Google Research13 citesOct 16, 2019
- OctDoubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimationno summary yetcs-lg1910.07186Google Research19 citesOct 16, 2019
- OctAdaptive Trade-Offs in Off-Policy Learningno summary yetcs-lg1910.07478Google Research4 citesOct 16, 2019
- OctConditional Importance Sampling for Off-Policy Learningno summary yetcs-lg1910.07479Google Research0 citesOct 16, 2019
- OctSharper bounds for uniformly stable algorithmsno summary yetcs-lg1910.07833Google Research22 citesOct 17, 2019
- OctOn Completeness-aware Concept-Based Explanations in Deep Neural Networksno summary yetcs-lg1910.07969Google Research50 citesOct 17, 2019
- OctVariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learningno summary yetcs-lg1910.08348Microsoft Research42 citesOct 18, 2019
- OctPrivacy- and Utility-Preserving Textual Analysis via Calibrated Multivariate Perturbationsno summary yetcs-lg1910.08902Amazon4 citesOct 20, 2019
- OctLeveraging Hierarchical Representations for Preserving Privacy and Utility in Textno summary yetcs-lg1910.08917Amazon4 citesOct 20, 2019
- OctZero-Shot Recognition via Optimal Transportno summary yetcs-lg1910.09057Amazon0 citesOct 20, 2019
- OctDiscovering the Compositional Structure of Vector Representations with Role Learning Networksno summary yetcs-lg1910.09113Microsoft Research3 citesOct 21, 2019
- OctAggregated Gradient Langevin Dynamicsno summary yetcs-lg1910.09223Tencent0 citesOct 21, 2019
- OctMomentum in Reinforcement Learningno summary yetcs-lg1910.09322Google Research3 citesOct 21, 2019
- OctHIGhER : Improving instruction following with Hindsight Generation for Experience Replayno summary yetcs-lg1910.09451DeepMind16 citesOct 21, 2019
- OctLearning to Learn by Zeroth-Order Oracleno summary yetcs-lg1910.09464Google Research4 citesOct 21, 2019
- OctDetecting Underspecification with Local Ensemblesno summary yetcs-lg1910.09573Google Research1 citesOct 21, 2019
- OctCollapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systemsno summary yetcs-lg1910.09588Google Research4 citesOct 21, 2019
- OctA deep active learning system for species identification and counting in camera trap imagesno summary yetcs-lg1910.09716Microsoft Research17 citesOct 22, 2019
- OctWeakly Supervised Disentanglement with Guaranteesno summary yetcs-lg1910.09772Google Research43 citesOct 22, 2019
- OctFederated Evaluation of On-device Personalizationno summary yetcs-lg1910.10252Google Research74 citesOct 22, 2019
- OctContrastive Representation Distillationno summary yetcs-lg1910.10699Google Research64 citesOct 23, 2019
- OctVariational Predictive Information Bottleneckno summary yetcs-lg1910.10831Google Research10 citesOct 23, 2019
- OctFixed-Confidence Guarantees for Bayesian Best-Arm Identificationno summary yetcs-lg1910.10945DeepMind5 citesOct 24, 2019
- OctUsing Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasetsno summary yetcs-lg1910.11583Amazon0 citesOct 25, 2019
- OctToward a better trade-off between performance and fairness with kernel-based distribution matchingno summary yetcs-lg1910.11779Google Research6 citesOct 25, 2019
- OctRelay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learningno summary yetcs-lg1910.11956Google Research12 citesOct 25, 2019
- OctConsistency Regularization for Generative Adversarial Networksno summary yetcs-lg1910.12027Google Research47 citesOct 26, 2019
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- JanLyapunov-based Safe Policy Optimization for Continuous Controlno summary yetcs-lg1901.10031Google Research153 citesJan 28, 2019
- JanHarnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognitionno summary yetcs-lg1901.10139Adobe1 citesJan 29, 2019
- JanAn Investigation into Neural Net Optimization via Hessian Eigenvalue Densityno summary yetcs-lg1901.10159Google Research103 citesJan 29, 2019
- JanMulti-Agent Reinforcement Learning with Multi-Step Generative Modelsno summary yetcs-lg1901.10251Google Research7 citesJan 29, 2019
- JanNAOMI: Non-Autoregressive Multiresolution Sequence Imputationno summary yetcs-lg1901.10946Salesforce16 citesJan 30, 2019
- JanTransfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvementno summary yetcs-lg1901.10964Google Research57 citesJan 30, 2019
- JanA Comparative Analysis of Expected and Distributional Reinforcement Learningno summary yetcs-lg1901.11084Google Research21 citesJan 30, 2019
- JanThe Evolved Transformerno summary yetcs-lg1901.11117Google Research196 citesJan 30, 2019
- JanOn the Consistency of Top-k Surrogate Lossesno summary yetcs-lg1901.11141Google Research5 citesJan 30, 2019
- JanMemory-Efficient Adaptive Optimizationno summary yetcs-lg1901.11150Google Research19 citesJan 30, 2019
- JanLearning and Evaluating General Linguistic Intelligenceno summary yetcs-lg1901.11373Google Research157 citesJan 31, 2019
- JanThe Value Function Polytope in Reinforcement Learningno summary yetcs-lg1901.11524Google Research12 citesJan 31, 2019
2018
288- DecSnorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scaleno summary yetcs-lg1812.00417Google Research27 citesDec 2, 2018
- DecTowards Solving Text-based Games by Producing Adaptive Action Spacesno summary yetcs-lg1812.00855Microsoft Research5 citesDec 3, 2018
- DecTransferring Knowledge across Learning Processesno summary yetcs-lg1812.01054Amazon39 citesDec 3, 2018
- DecUncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Lossno summary yetcs-lg1812.01815Microsoft Research9 citesDec 5, 2018
- DecComposing Entropic Policies using Divergence Correctionno summary yetcs-lg1812.02216Google Research13 citesDec 5, 2018
- DecQuantifying Generalization in Reinforcement Learningno summary yetcs-lg1812.02341OpenAI195 citesDec 6, 2018
- DecTop-K Off-Policy Correction for a REINFORCE Recommender Systemno summary yetcs-lg1812.02353Google Research10 citesDec 6, 2018
- DecThe Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpointno summary yetcs-lg1812.03565Google Research13 citesDec 9, 2018
- DecFew-Shot Learning via Embedding Adaptation with Set-to-Set Functionsno summary yetcs-lg1812.03664Google Research81 citesDec 10, 2018
- DecBayesian Layers: A Module for Neural Network Uncertaintyno summary yetcs-lg1812.03973Google Research38 citesDec 10, 2018
- DecLearning Sharing Behaviors with Arbitrary Numbers of Agentsno summary yetcs-lg1812.04145Apple1 citesDec 10, 2018
- DecVision-based Navigation with Language-based Assistance via Imitation Learning with Indirect Interventionno summary yetcs-lg1812.04155Microsoft Research0 citesDec 10, 2018
- DecOn the Dimensionality of Word Embeddingno summary yetcs-lg1812.04224Microsoft Research116 citesDec 11, 2018
- DecAn Empirical Study of Example Forgetting during Deep Neural Network Learningno summary yetcs-lg1812.05159Microsoft Research114 citesDec 12, 2018
- DecCode Failure Prediction and Pattern Extraction using LSTM Networksno summary yetcs-lg1812.05237Microsoft Research2 citesDec 13, 2018
- DecDynamic Transfer Learning for Named Entity Recognitionno summary yetcs-lg1812.05288Amazon4 citesDec 13, 2018
- DecA General Approach to Adding Differential Privacy to Iterative Training Proceduresno summary yetcs-lg1812.06210Google Research79 citesDec 15, 2018
- DecTowards Deep Conversational Recommendationsno summary yetcs-lg1812.07617Microsoft Research126 citesDec 18, 2018
- DecUniversal Successor Features Approximatorsno summary yetcs-lg1812.07626Google Research24 citesDec 18, 2018
- DecLearning to Navigate the Webno summary yetcs-lg1812.09195Amazon3 citesDec 21, 2018
- DecMeta Architecture Searchno summary yetcs-lg1812.09584Google Research26 citesDec 22, 2018
- DecLow Latency Privacy Preserving Inferenceno summary yetcs-lg1812.10659Microsoft Research53 citesDec 27, 2018
- DecNeural Architecture Search Over a Graph Search Spaceno summary yetcs-lg1812.10666Google Research3 citesDec 27, 2018
- DecReasoning About Physical Interactions with Object-Oriented Prediction and Planningno summary yetcs-lg1812.10972Google Research56 citesDec 28, 2018
- DecDetermining Principal Component Cardinality through the Principle of Minimum Description Lengthno summary yetcs-lg1901.00059Meta / FAIR1 citesDec 31, 2018
- NovContingency-Aware Exploration in Reinforcement Learningno summary yetcs-lg1811.01483Google Research28 citesNov 5, 2018
- NovUnsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Informationno summary yetcs-lg1811.01531Adobe51 citesNov 5, 2018
- NovStructured Neural Summarizationno summary yetcs-lg1811.01824Microsoft Research74 citesNov 5, 2018
- NovHow Many Pairwise Preferences Do We Need to Rank A Graph Consistently?no summary yetcs-lg1811.02161Google Research2 citesNov 6, 2018
- NovDeep Weighted Averaging Classifiersno summary yetcs-lg1811.02579AllenAI43 citesNov 6, 2018
- NovMulti-View Network Embedding Via Graph Factorization Clustering and Co-Regularized Multi-View Agreementno summary yetcs-lg1811.02616Google Research3 citesNov 6, 2018
- NovPolicy Certificates: Towards Accountable Reinforcement Learningno summary yetcs-lg1811.03056Microsoft Research19 citesNov 7, 2018
- NovBlockwise Parallel Decoding for Deep Autoregressive Modelsno summary yetcs-lg1811.03115Google Research7 citesNov 7, 2018
- NovExplaining Deep Learning Models - A Bayesian Non-parametric Approachno summary yetcs-lg1811.03422Netflix10 citesNov 7, 2018
- NovMeasuring the Effects of Data Parallelism on Neural Network Trainingno summary yetcs-lg1811.03600Google Research163 citesNov 8, 2018
- NovSemi-supervised Deep Representation Learning for Multi-View Problemsno summary yetcs-lg1811.04480Google Research0 citesNov 11, 2018
- NovLearning Latent Dynamics for Planning from Pixelsno summary yetcs-lg1811.04551Google Research367 citesNov 12, 2018
- NovLearning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layersno summary yetcs-lg1811.04918Microsoft Research172 citesNov 12, 2018
- NovLearning Temporal Point Processes via Reinforcement Learningno summary yetcs-lg1811.05016Tencent54 citesNov 12, 2018
- NovCommunity Exploration: From Offline Optimization to Online Learningno summary yetcs-lg1811.05134Microsoft Research0 citesNov 13, 2018
- NovGarbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Banditsno summary yetcs-lg1811.05154Google Research13 citesNov 13, 2018
- NovA domain agnostic measure for monitoring and evaluating GANsno summary yetcs-lg1811.05512Google Research24 citesNov 13, 2018
- NovReward learning from human preferences and demonstrations in Atarino summary yetcs-lg1811.06521Baidu39 citesNov 15, 2018
- NovBayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Samplingno summary yetcs-lg1811.07465Microsoft Research3 citesNov 19, 2018
- NovDecentralized Exploration in Multi-Armed Bandits -- Extended versionno summary yetcs-lg1811.07763Microsoft Research7 citesNov 19, 2018
- NovLocally Private Gaussian Estimationno summary yetcs-lg1811.08382Google Research17 citesNov 20, 2018
- NovWEST: Word Encoded Sequence Transducersno summary yetcs-lg1811.08417Google Research3 citesNov 20, 2018
- NovReinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2no summary yetcs-lg1811.08549Meta / FAIR0 citesNov 19, 2018
- NovLearning Attractor Dynamics for Generative Memoryno summary yetcs-lg1811.09556Google Research12 citesNov 23, 2018
- NovRobustness via curvature regularization, and vice versano summary yetcs-lg1811.09716DeepMind29 citesNov 23, 2018
- NovEvolutionary-Neural Hybrid Agents for Architecture Searchno summary yetcs-lg1811.09828Google Research15 citesNov 24, 2018
- NovInstaNAS: Instance-aware Neural Architecture Searchno summary yetcs-lg1811.10201Google Research8 citesNov 26, 2018
- NovUnderstanding the impact of entropy on policy optimizationno summary yetcs-lg1811.11214Google Research44 citesNov 27, 2018
- NovUsing Attribution to Decode Dataset Bias in Neural Network Models for Chemistryno summary yetcs-lg1811.11310Google Research117 citesNov 27, 2018
- NovUnsupervised Control Through Non-Parametric Discriminative Rewardsno summary yetcs-lg1811.11359Google Research49 citesNov 28, 2018
- NovExperience Replay for Continual Learningno summary yetcs-lg1811.11682Google Research143 citesNov 28, 2018
- NovShared Representational Geometry Across Neural Networksno summary yetcs-lg1811.11684Google Research11 citesNov 28, 2018
- NovNeural probabilistic motor primitives for humanoid controlno summary yetcs-lg1811.11711Google Research1 citesNov 28, 2018
- NovAutoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Languageno summary yetcs-lg1811.11926Google Research5 citesNov 29, 2018
- NovAn Introduction to Deep Reinforcement Learningno summary yetcs-lg1811.12560Google Research1,246 citesNov 30, 2018
- NovModulated Policy Hierarchiesno summary yetcs-lg1812.00025Google Research5 citesNov 30, 2018
- OctSmartChoices: Hybridizing Programming and Machine Learningno summary yetcs-lg1810.00619Google Research7 citesOct 1, 2018
- OctProxQuant: Quantized Neural Networks via Proximal Operatorsno summary yetcs-lg1810.00861Amazon49 citesOct 1, 2018
- OctOn Self Modulation for Generative Adversarial Networksno summary yetcs-lg1810.01365Google Research43 citesOct 2, 2018
- OctOptimal Completion Distillation for Sequence Learningno summary yetcs-lg1810.01398Google Research5 citesOct 2, 2018
- OctImproved Generalization Bounds for Adversarially Robust Learningno summary yetcs-lg1810.02180Google Research16 citesOct 4, 2018
- OctEpisodic Curiosity through Reachabilityno summary yetcs-lg1810.02274Google Research41 citesOct 4, 2018
- OctUnsupervised Learning via Meta-Learningno summary yetcs-lg1810.02334Google Research49 citesOct 4, 2018
- OctActor-Attention-Critic for Multi-Agent Reinforcement Learningno summary yetcs-lg1810.02912Google Research290 citesOct 5, 2018
- OctWhy do Larger Models Generalize Better? A Theoretical Perspective via the XOR Problemno summary yetcs-lg1810.03037Google Research26 citesOct 6, 2018
- OctDeterministic Variational Inference for Robust Bayesian Neural Networksno summary yetcs-lg1810.03958Microsoft Research66 citesOct 9, 2018
- OctUnderstanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attentionno summary yetcs-lg1810.04038Google Research0 citesOct 7, 2018
- OctDoubly Reparameterized Gradient Estimators for Monte Carlo Objectivesno summary yetcs-lg1810.04152Google Research12 citesOct 9, 2018
- OctThe Laplacian in RL: Learning Representations with Efficient Approximationsno summary yetcs-lg1810.04586Google Research7 citesOct 10, 2018
- OctPiano Genieno summary yetcs-lg1810.05246DeepMind16 citesOct 11, 2018
- OctPoint Cloud GANno summary yetcs-lg1810.05795Amazon13 citesOct 13, 2018
- OctSuccessor Uncertainties: Exploration and Uncertainty in Temporal Difference Learningno summary yetcs-lg1810.06530Microsoft Research18 citesOct 15, 2018
- OctThe LORACs prior for VAEs: Letting the Trees Speak for the Datano summary yetcs-lg1810.06891Google Research4 citesOct 16, 2018
- OctStochastic Negative Mining for Learning with Large Output Spacesno summary yetcs-lg1810.07076Google Research27 citesOct 16, 2018
- OctFault Tolerance in Iterative-Convergent Machine Learningno summary yetcs-lg1810.07354Microsoft Research14 citesOct 17, 2018
- OctLearning in Non-convex Games with an Optimization Oracleno summary yetcs-lg1810.07362Google Research5 citesOct 17, 2018
- OctFast deep reinforcement learning using online adjustments from the pastno summary yetcs-lg1810.08163Google Research18 citesOct 18, 2018
- OctMicro-Browsing Models for Search Snippetsno summary yetcs-lg1810.08223Google Research1 citesOct 18, 2018
- OctSocial Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learningno summary yetcs-lg1810.08647Google Research6 citesOct 19, 2018
- OctOptimization of Molecules via Deep Reinforcement Learningno summary yetcs-lg1810.08678Google Research387 citesOct 19, 2018
- OctHybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregationno summary yetcs-lg1810.08851Tencent22 citesOct 20, 2018
- OctActor-Critic Policy Optimization in Partially Observable Multiagent Environmentsno summary yetcs-lg1810.09026Google Research71 citesOct 21, 2018
- OctAxiomatic Interpretability for Multiclass Additive Modelsno summary yetcs-lg1810.09092Microsoft Research0 citesOct 22, 2018
- OctThe Bregman chord divergenceno summary yetcs-lg1810.09113Sony1 citesOct 22, 2018
- OctAdversarial Online Learning with noiseno summary yetcs-lg1810.09346Google Research0 citesOct 22, 2018
- OctAn Efficient Bandit Algorithm for Realtime Multivariate Optimizationno summary yetcs-lg1810.09558Amazon114 citesOct 22, 2018
- OctArea Attentionno summary yetcs-lg1810.10126Google Research4 citesOct 23, 2018
- OctA mathematical theory of semantic development in deep neural networksno summary yetcs-lg1810.10531Google Research247 citesOct 23, 2018
- OctK for the Price of 1: Parameter-efficient Multi-task and Transfer Learningno summary yetcs-lg1810.10703Google Research19 citesOct 25, 2018
- OctAutomatic differentiation in ML: Where we are and where we should be goingno summary yetcs-lg1810.11530Google Research39 citesOct 26, 2018
- OctA no-regret generalization of hierarchical softmax to extreme multi-label classificationno summary yetcs-lg1810.11671Google Research41 citesOct 27, 2018
- OctGaussian Process Prior Variational Autoencodersno summary yetcs-lg1810.11738Microsoft Research19 citesOct 28, 2018
- OctWatch the Unobserved: A Simple Approach to Parallelizing Monte Carlo Tree Searchno summary yetcs-lg1810.11755Tencent4 citesOct 28, 2018
- OctExperimental Design for Cost-Aware Learning of Causal Graphsno summary yetcs-lg1810.11867Google Research5 citesOct 28, 2018
- OctOn the Convergence Rate of Training Recurrent Neural Networksno summary yetcs-lg1810.12065Microsoft Research88 citesOct 29, 2018
- OctAdversarial Attacks on Stochastic Banditsno summary yetcs-lg1810.12188Google Research51 citesOct 29, 2018
- OctLearning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networksno summary yetcs-lg1810.12406Google Research10 citesOct 29, 2018
- OctBreaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimationno summary yetcs-lg1810.12429Microsoft Research112 citesOct 29, 2018
- OctExploration by Random Network Distillationno summary yetcs-lg1810.12894OpenAI259 citesOct 30, 2018
- OctDBSCAN++: Towards fast and scalable density clusteringno summary yetcs-lg1810.13105Google Research2 citesOct 31, 2018
- OctSplineNets: Continuous Neural Decision Graphsno summary yetcs-lg1810.13118Microsoft Research10 citesOct 31, 2018
- OctLearning to Represent Editsno summary yetcs-lg1810.13337Microsoft Research35 citesOct 31, 2018
- OctThe Price of Fair PCA: One Extra Dimensionno summary yetcs-lg1811.00103Microsoft Research60 citesOct 31, 2018
- SepImproving Explorability in Variational Inference with Annealed Variational Objectivesno summary yetcs-lg1809.01818Google Research20 citesSep 6, 2018
- SepRecurrent World Models Facilitate Policy Evolutionno summary yetcs-lg1809.01999Google Research69 citesSep 4, 2018
- SepA Block Coordinate Ascent Algorithm for Mean-Variance Optimizationno summary yetcs-lg1809.02292Adobe25 citesSep 7, 2018
- SepDiscriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learningno summary yetcs-lg1809.02925Google Research67 citesSep 9, 2018
- SepMulti-task Deep Reinforcement Learning with PopArtno summary yetcs-lg1809.04474DeepMind24 citesSep 12, 2018
- SepDistilled Wasserstein Learning for Word Embedding and Topic Modelingno summary yetcs-lg1809.04705Tencent33 citesSep 12, 2018
- SepRandom Warping Series: A Random Features Method for Time-Series Embeddingno summary yetcs-lg1809.05259Tencent13 citesSep 14, 2018
- SepTransparency and Explanation in Deep Reinforcement Learning Neural Networksno summary yetcs-lg1809.06061Google Research16 citesSep 17, 2018
- SepTowards Deep and Representation Learning for Talent Search at LinkedInno summary yetcs-lg1809.06473LinkedIn0 citesSep 17, 2018
- SepUnderstanding Compressive Adversarial Privacyno summary yetcs-lg1809.08911Google Research13 citesSep 21, 2018
- SepFinite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Settingno summary yetcs-lg1809.08926Microsoft Research25 citesSep 21, 2018
- SepLocally Private Learning without Interaction Requires Separationno summary yetcs-lg1809.09165Google Research4 citesSep 24, 2018
- SepAnderson Acceleration for Reinforcement Learningno summary yetcs-lg1809.09501Google Research10 citesSep 25, 2018
- SepTangent: Automatic differentiation using source-code transformation for dynamically typed array programmingno summary yetcs-lg1809.09569Google Research16 citesSep 25, 2018
- SepContextual Bandits with Cross-learningno summary yetcs-lg1809.09582Google Research0 citesSep 25, 2018
- SepScaling simulation-to-real transfer by learning composable robot skillsno summary yetcs-lg1809.10253Google Research1 citesSep 26, 2018
- SepSample Efficient Adaptive Text-to-Speechno summary yetcs-lg1809.10460DeepMind42 citesSep 27, 2018
- SepCounterfactual Fairness in Text Classification through Robustnessno summary yetcs-lg1809.10610Google Research20 citesSep 27, 2018
- SepEDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAEno summary yetcs-lg1809.11142Microsoft Research49 citesSep 28, 2018
- SepModeling Uncertainty with Hedged Instance Embeddingno summary yetcs-lg1810.00319Google Research25 citesSep 30, 2018
- SepA Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasoundno summary yetcs-lg1810.00322Google Research114 citesSep 30, 2018
- AugStructure Learning for Relational Logistic Regression: An Ensemble Approachno summary yetcs-lg1808.02123AllenAI7 citesAug 6, 2018
- AugLarge-Scale Study of Curiosity-Driven Learningno summary yetcs-lg1808.04355OpenAI367 citesAug 13, 2018
- AugRisk-Sensitive Generative Adversarial Imitation Learningno summary yetcs-lg1808.04468DeepMind10 citesAug 13, 2018
- AugPrivacy Amplification by Iterationno summary yetcs-lg1808.06651Google Research107 citesAug 20, 2018
- AugEscaping from Collapsing Modes in a Constrained Spaceno summary yetcs-lg1808.07258Google Research0 citesAug 22, 2018
- AugThe Importance of Generation Order in Language Modelingno summary yetcs-lg1808.07910Google Research4 citesAug 23, 2018
- AugAn elementary introduction to information geometryno summary yetcs-lg1808.08271Sony215 citesAug 17, 2018
- AugThe Disparate Effects of Strategic Manipulationno summary yetcs-lg1808.08646Microsoft Research135 citesAug 27, 2018
- AugSOLAR: Deep Structured Representations for Model-Based Reinforcement Learningno summary yetcs-lg1808.09105Google Research15 citesAug 28, 2018
- AugSearching Toward Pareto-Optimal Device-Aware Neural Architecturesno summary yetcs-lg1808.09830Google Research0 citesAug 29, 2018
- JulAugmented Cyclic Adversarial Learning for Low Resource Domain Adaptationno summary yetcs-lg1807.00374Salesforce35 citesJul 1, 2018
- JulSpeeding up the Metabolism in E-commerce by Reinforcement Mechanism Designno summary yetcs-lg1807.00448Alibaba1 citesJul 2, 2018
- JulHuman-level performance in first-person multiplayer games with population-based deep reinforcement learningno summary yetcs-lg1807.01281DeepMind680 citesJul 3, 2018
- JulConditional Neural Processesno summary yetcs-lg1807.01613Google Research59 citesJul 4, 2018
- JulSample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansionno summary yetcs-lg1807.01675Google Research97 citesJul 4, 2018
- JulDirect Uncertainty Prediction for Medical Second Opinionsno summary yetcs-lg1807.01771Google Research49 citesJul 4, 2018
- JulMemory Augmented Policy Optimization for Program Synthesis and Semantic Parsingno summary yetcs-lg1807.02322Google Research22 citesJul 6, 2018
- JulIs Q-learning Provably Efficient?no summary yetcs-lg1807.03765Microsoft Research338 citesJul 10, 2018
- JulMeasuring abstract reasoning in neural networksno summary yetcs-lg1807.04225Google Research143 citesJul 11, 2018
- JulAssessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architecturesno summary yetcs-lg1807.04587Google Research108 citesJul 12, 2018
- JulA Large-Scale Study on Regularization and Normalization in GANsno summary yetcs-lg1807.04720Google Research31 citesJul 12, 2018
- JulTime Series Deinterleaving of DNS Trafficno summary yetcs-lg1807.05650Microsoft Research1 citesJul 16, 2018
- JulMeta-Learning with Latent Embedding Optimizationno summary yetcs-lg1807.05960Google Research210 citesJul 16, 2018
- JulContextual Memory Treesno summary yetcs-lg1807.06473Microsoft Research1 citesJul 17, 2018
- JulGeneral Value Function Networksno summary yetcs-lg1807.06763DeepMind23 citesJul 18, 2018
- JulUnderstanding and Improving Interpolation in Autoencoders via an Adversarial Regularizerno summary yetcs-lg1807.07543Google Research64 citesJul 19, 2018
- JulHierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependenciesno summary yetcs-lg1807.07665Google Research30 citesJul 19, 2018
- JulLearning from Delayed Outcomes via Proxies with Applications to Recommender Systemsno summary yetcs-lg1807.09387Google Research5 citesJul 24, 2018
- JulVariational Bayesian Reinforcement Learning with Regret Boundsno summary yetcs-lg1807.09647Google Research15 citesJul 25, 2018
- JulA Margin-based MLE for Crowdsourced Partial Rankingno summary yetcs-lg1807.11014Tencent3 citesJul 29, 2018
- JulOnline Learning with an Almost Perfect Expertno summary yetcs-lg1807.11169Microsoft Research3 citesJul 30, 2018
- JulPreference-based Online Learning with Dueling Bandits: A Surveyno summary yetcs-lg1807.11398Google Research24 citesJul 30, 2018
- JulCount-Based Exploration with the Successor Representationno summary yetcs-lg1807.11622Google Research17 citesJul 31, 2018
- JulSubsampled Rényi Differential Privacy and Analytical Moments Accountantno summary yetcs-lg1808.00087Amazon40 citesJul 31, 2018
- JunA Review of Challenges and Opportunities in Machine Learning for Healthno summary yetcs-lg1806.00388Microsoft Research253 citesJun 1, 2018
- JunThe Externalities of Exploration and How Data Diversity Helps Exploitationno summary yetcs-lg1806.00543Microsoft Research15 citesJun 1, 2018
- JunOnline Reciprocal Recommendation with Theoretical Performance Guaranteesno summary yetcs-lg1806.01182Google Research1 citesJun 4, 2018
- JunPenalizing side effects using stepwise relative reachabilityno summary yetcs-lg1806.01186Google Research23 citesJun 4, 2018
- JunGraph networks as learnable physics engines for inference and controlno summary yetcs-lg1806.01242Google Research280 citesJun 4, 2018
- JunSequential Attend, Infer, Repeat: Generative Modelling of Moving Objectsno summary yetcs-lg1806.01794Google Research94 citesJun 5, 2018
- JunRelational recurrent neural networksno summary yetcs-lg1806.01822Baidu27 citesJun 5, 2018
- JunSpectral Inference Networks: Unifying Deep and Spectral Learningno summary yetcs-lg1806.02215Google Research7 citesJun 6, 2018
- JunRandomized Value Functions via Multiplicative Normalizing Flowsno summary yetcs-lg1806.02315Microsoft Research15 citesJun 6, 2018
- JunAdversarial Attack on Graph Structured Datano summary yetcs-lg1806.02371Baidu169 citesJun 6, 2018
- JunSemi-Supervised Learning via Compact Latent Space Clusteringno summary yetcs-lg1806.02679Microsoft Research42 citesJun 7, 2018
- JunData Summarization at Scale: A Two-Stage Submodular Approachno summary yetcs-lg1806.02815Google Research18 citesJun 7, 2018
- JunLightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Datano summary yetcs-lg1806.02927Amazon0 citesJun 8, 2018
- JunEfficient Full-Matrix Adaptive Regularizationno summary yetcs-lg1806.02958Google Research12 citesJun 8, 2018
- JunJointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Netsno summary yetcs-lg1806.02978Microsoft Research21 citesJun 8, 2018
- JunTemporal Difference Variational Auto-Encoderno summary yetcs-lg1806.03107Google Research14 citesJun 8, 2018
- JunOrthogonal Random Forest for Causal Inferenceno summary yetcs-lg1806.03467Microsoft Research31 citesJun 9, 2018
- JunField-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertisingno summary yetcs-lg1806.03514Alibaba170 citesJun 9, 2018
- JunAdaptive MCMC via Combining Local Samplersno summary yetcs-lg1806.03816Google Research1 citesJun 11, 2018
- JunEnergy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Maskingno summary yetcs-lg1806.04321Tencent11 citesJun 12, 2018
- JunMarginal Policy Gradients: A Unified Family of Estimators for Bounded Action Spaces with Applicationsno summary yetcs-lg1806.05134Tencent5 citesJun 13, 2018
- JunDefending Against Saddle Point Attack in Byzantine-Robust Distributed Learningno summary yetcs-lg1806.05358Google Research9 citesJun 14, 2018
- JunOn the Perceptron's Compressionno summary yetcs-lg1806.05403Google Research1 citesJun 14, 2018
- JunAutoregressive Quantile Networks for Generative Modelingno summary yetcs-lg1806.05575Google Research34 citesJun 14, 2018
- JunBubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedbackno summary yetcs-lg1806.05819Google Research8 citesJun 15, 2018
- JunMaximum a Posteriori Policy Optimisationno summary yetcs-lg1806.06920Google Research81 citesJun 14, 2018
- JunImplicit Quantile Networks for Distributional Reinforcement Learningno summary yetcs-lg1806.06923Google Research71 citesJun 14, 2018
- JunOnline Linear Quadratic Controlno summary yetcs-lg1806.07104Google Research19 citesJun 19, 2018
- JunDeep Generative Models with Learnable Knowledge Constraintsno summary yetcs-lg1806.09764Microsoft Research40 citesJun 26, 2018
- JunA Benchmark for Interpretability Methods in Deep Neural Networksno summary yetcs-lg1806.10758Google Research26 citesJun 28, 2018
- JunLearning Implicit Generative Models with the Method of Learned Momentsno summary yetcs-lg1806.11006Google Research7 citesJun 28, 2018
- JunAdversarial Reprogramming of Neural Networksno summary yetcs-lg1806.11146Google Research21 citesJun 28, 2018
- JunTraining Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraintsno summary yetcs-lg1807.00028Google Research17 citesJun 29, 2018
- MayEfficient active learning of sparse halfspacesno summary yetcs-lg1805.02350Microsoft Research1 citesMay 7, 2018
- MayLearning to Teachno summary yetcs-lg1805.03643Microsoft Research48 citesMay 9, 2018
- MayFoundations of Sequence-to-Sequence Modeling for Time Seriesno summary yetcs-lg1805.03714Google Research25 citesMay 9, 2018
- MayLeveraging Grammar and Reinforcement Learning for Neural Program Synthesisno summary yetcs-lg1805.04276Microsoft Research49 citesMay 11, 2018
- MayTask Transfer by Preference-Based Cost Learningno summary yetcs-lg1805.04686Tencent1 citesMay 12, 2018
- MayImproving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoisingno summary yetcs-lg1805.06530Amazon129 citesMay 16, 2018
- MayA Lyapunov-based Approach to Safe Reinforcement Learningno summary yetcs-lg1805.07708Adobe78 citesMay 20, 2018
- MayData-Efficient Hierarchical Reinforcement Learningno summary yetcs-lg1805.08296Google Research265 citesMay 21, 2018
- MayAlgorithms and Theory for Multiple-Source Adaptationno summary yetcs-lg1805.08727Google Research19 citesMay 20, 2018
- MayScalable Coordinated Exploration in Concurrent Reinforcement Learningno summary yetcs-lg1805.08948Google Research9 citesMay 23, 2018
- MayDiscovering Blind Spots in Reinforcement Learningno summary yetcs-lg1805.08966Microsoft Research10 citesMay 23, 2018
- MayConstrained Graph Variational Autoencoders for Molecule Designno summary yetcs-lg1805.09076Microsoft Research131 citesMay 23, 2018
- MayCleaning up the neighborhood: A full classification for adversarial partial monitoringno summary yetcs-lg1805.09247Google Research3 citesMay 23, 2018
- MayMeta-Gradient Reinforcement Learningno summary yetcs-lg1805.09801DeepMind100 citesMay 24, 2018
- MayDeep Generative Models for Distribution-Preserving Lossy Compressionno summary yetcs-lg1805.11057Google Research15 citesMay 28, 2018
- MayDifferentiable Particle Filters: End-to-End Learning with Algorithmic Priorsno summary yetcs-lg1805.11122Google Research22 citesMay 28, 2018
- MayPlaying hard exploration games by watching YouTubeno summary yetcs-lg1805.11592Google Research6 citesMay 29, 2018
- MayVariational Inverse Control with Events: A General Framework for Data-Driven Reward Definitionno summary yetcs-lg1805.11686Google Research30 citesMay 29, 2018
- MayDepth and nonlinearity induce implicit exploration for RLno summary yetcs-lg1805.11711Microsoft Research0 citesMay 29, 2018
- MayHow Important Is a Neuron?no summary yetcs-lg1805.12233Google Research34 citesMay 30, 2018
- AprNeural Autoregressive Flowsno summary yetcs-lg1804.00779Google Research0 citesApr 3, 2018
- AprAdaptive Cost-sensitive Online Classificationno summary yetcs-lg1804.02246Tencent61 citesApr 6, 2018
- AprStructured Evolution with Compact Architectures for Scalable Policy Optimizationno summary yetcs-lg1804.02395Google Research52 citesApr 6, 2018
- AprProgrammatically Interpretable Reinforcement Learningno summary yetcs-lg1804.02477Microsoft Research98 citesApr 6, 2018
- AprLarge scale distributed neural network training through online distillationno summary yetcs-lg1804.03235Google Research152 citesApr 9, 2018
- AprAdafactor: Adaptive Learning Rates with Sublinear Memory Costno summary yetcs-lg1804.04235Google Research163 citesApr 11, 2018
- AprUnleashing Linear Optimizers for Group-Fair Learning and Optimizationno summary yetcs-lg1804.04503Microsoft Research14 citesApr 11, 2018
- AprModel-Free Linear Quadratic Control via Reduction to Expert Predictionno summary yetcs-lg1804.06021DeepMind54 citesApr 17, 2018
- AprTwo-Player Games for Efficient Non-Convex Constrained Optimizationno summary yetcs-lg1804.06500Google Research11 citesApr 17, 2018
- AprOnline Non-Additive Path Learning under Full and Partial Informationno summary yetcs-lg1804.06518Google Research0 citesApr 18, 2018
- AprA Multi-task Selected Learning Approach for Solving 3D Flexible Bin Packing Problemno summary yetcs-lg1804.06896Alibaba8 citesApr 17, 2018
- AprZero-Shot Visual Imitationno summary yetcs-lg1804.08606Google Research73 citesApr 23, 2018
- AprDistributed Distributional Deterministic Policy Gradientsno summary yetcs-lg1804.08617Google Research78 citesApr 23, 2018
- AprNeural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embeddingno summary yetcs-lg1804.08774Meta / FAIR5 citesApr 23, 2018
- AprSemi-supervised Content-based Detection of Misinformation via Tensor Embeddingsno summary yetcs-lg1804.09088Snap13 citesApr 24, 2018
- AprRealistic Evaluation of Deep Semi-Supervised Learning Algorithmsno summary yetcs-lg1804.09170Google Research209 citesApr 24, 2018
- AprSemi-Supervised Learning with Declaratively Specified Entropy Constraintsno summary yetcs-lg1804.09238Tencent3 citesApr 24, 2018
- AprOffline Evaluation of Ranking Policies with Click Modelsno summary yetcs-lg1804.10488Adobe2 citesApr 27, 2018
- AprCompetitive Training of Mixtures of Independent Deep Generative Modelsno summary yetcs-lg1804.11130Google Research1 citesApr 30, 2018
- AprConditional molecular design with deep generative modelsno summary yetcs-lg1805.00108Meta / FAIR210 citesApr 30, 2018
- MarHierarchical Imitation and Reinforcement Learningno summary yetcs-lg1803.00590Microsoft Research27 citesMar 1, 2018
- MarOn Oracle-Efficient PAC RL with Rich Observationsno summary yetcs-lg1803.00606Microsoft Research20 citesMar 1, 2018
- MarMeta-Learning for Semi-Supervised Few-Shot Classificationno summary yetcs-lg1803.00676Google Research203 citesMar 2, 2018
- MarPractical Contextual Bandits with Regression Oraclesno summary yetcs-lg1803.01088Microsoft Research18 citesMar 3, 2018
- MarStochastic Activation Pruning for Robust Adversarial Defenseno summary yetcs-lg1803.01442Amazon207 citesMar 5, 2018
- MarOnline learning over a finite action set with limited switchingno summary yetcs-lg1803.01548Google Research5 citesMar 5, 2018
- MarSmoothed Action Value Functions for Learning Gaussian Policiesno summary yetcs-lg1803.02348Google Research10 citesMar 6, 2018
- MarA Reductions Approach to Fair Classificationno summary yetcs-lg1803.02453Microsoft Research111 citesMar 6, 2018
- MarTransfer Learning with Neural AutoMLno summary yetcs-lg1803.02780Google Research41 citesMar 7, 2018
- MarLearning Rules-First Classifiersno summary yetcs-lg1803.03155Google Research0 citesMar 8, 2018
- MarDetecting Adversarial Examples via Neural Fingerprintingno summary yetcs-lg1803.03870Salesforce8 citesMar 11, 2018
- MarLeveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexano summary yetcs-lg1803.04223Amazon49 citesMar 12, 2018
- MarSelf-Similar Epochs: Value in Arrangementno summary yetcs-lg1803.05389Google Research1 citesMar 14, 2018
- MarA Hierarchical Latent Vector Model for Learning Long-Term Structure in Musicno summary yetcs-lg1803.05428Google Research259 citesMar 13, 2018
- MarOn the insufficiency of existing momentum schemes for Stochastic Optimizationno summary yetcs-lg1803.05591Microsoft Research10 citesMar 15, 2018
- MarGraph Partition Neural Networks for Semi-Supervised Classificationno summary yetcs-lg1803.06272Microsoft Research10 citesMar 16, 2018
- MarAutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EIno summary yetcs-lg1803.06561Tencent0 citesMar 17, 2018
- MarComposable Deep Reinforcement Learning for Robotic Manipulationno summary yetcs-lg1803.06773OpenAI38 citesMar 19, 2018
- MarGaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphsno summary yetcs-lg1803.07294Microsoft Research258 citesMar 20, 2018
- MarByzantine Stochastic Gradient Descentno summary yetcs-lg1803.08917Microsoft Research100 citesMar 23, 2018
- MarBernoulli Embeddings for Graphsno summary yetcs-lg1803.09211Netflix8 citesMar 25, 2018
- MarStochastic bandits robust to adversarial corruptionsno summary yetcs-lg1803.09353Google Research5 citesMar 25, 2018
- Marcode2vec: Learning Distributed Representations of Codeno summary yetcs-lg1803.09473Meta / FAIR76 citesMar 26, 2018
- MarFast Parametric Learning with Activation Memorizationno summary yetcs-lg1803.10049Google Research22 citesMar 27, 2018
- MarWorld Modelsno summary yetcs-lg1803.10122Google Research180 citesMar 27, 2018
- MarMeta-Learning Update Rules for Unsupervised Representation Learningno summary yetcs-lg1804.00222Google Research69 citesMar 31, 2018
- FebRethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layersno summary yetcs-lg1802.00124Adobe206 citesFeb 1, 2018
- FebKatyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimizationno summary yetcs-lg1802.03866Microsoft Research18 citesFeb 12, 2018
- FebUnsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applicationsno summary yetcs-lg1802.03903Alibaba758 citesFeb 12, 2018
- FebDetecting and Correcting for Label Shift with Black Box Predictorsno summary yetcs-lg1802.03916Amazon110 citesFeb 12, 2018
- FebLearning via social awareness: Improving a deep generative sketching model with facial feedbackno summary yetcs-lg1802.04877Google Research7 citesFeb 13, 2018
- FebExploring Hidden Dimensions in Parallelizing Convolutional Neural Networksno summary yetcs-lg1802.04924Microsoft Research51 citesFeb 14, 2018
- FebOnline Learning for Non-Stationary A/B Testsno summary yetcs-lg1802.05315Google Research0 citesFeb 14, 2018
- FebFair Clustering Through Fairletsno summary yetcs-lg1802.05733Google Research1 citesFeb 15, 2018
- FebConstrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracyno summary yetcs-lg1802.05874Microsoft Research6 citesFeb 16, 2018
- FebGradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networksno summary yetcs-lg1802.06093Google Research6 citesFeb 16, 2018
- FebBlack-Box Reductions for Parameter-free Online Learning in Banach Spacesno summary yetcs-lg1802.06293Google Research8 citesFeb 17, 2018
- FebAre Generative Classifiers More Robust to Adversarial Attacks?no summary yetcs-lg1802.06552Microsoft Research26 citesFeb 19, 2018
- FebLocal Differential Privacy for Evolving Datano summary yetcs-lg1802.07128Microsoft Research30 citesFeb 20, 2018
- FebAdaptive Sampling for Coarse Rankingno summary yetcs-lg1802.07176Adobe6 citesFeb 20, 2018
- FebApproximation Algorithms for Cascading Prediction Modelsno summary yetcs-lg1802.07697Google Research0 citesFeb 21, 2018
- FebAdversarial Examples that Fool both Computer Vision and Time-Limited Humansno summary yetcs-lg1802.08195Google Research156 citesFeb 22, 2018
- FebThe Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networksno summary yetcs-lg1802.08232Google Research44 citesFeb 22, 2018
- FebFully Decentralized Multi-Agent Reinforcement Learning with Networked Agentsno summary yetcs-lg1802.08757Tencent250 citesFeb 23, 2018
- JanPredicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approachno summary yetcs-lg1801.01204Adobe10 citesJan 3, 2018
- JanHow To Make the Gradients Small Stochastically: Even Faster Convex and Nonconvex SGDno summary yetcs-lg1801.02982Microsoft Research39 citesJan 8, 2018
- JaneCommerceGAN : A Generative Adversarial Network for E-commerceno summary yetcs-lg1801.03244Amazon19 citesJan 10, 2018
- JanA Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problemno summary yetcs-lg1801.03423Microsoft Research6 citesJan 10, 2018
- JanUnsupervised Cipher Cracking Using Discrete GANsno summary yetcs-lg1801.04883Google Research24 citesJan 15, 2018
- JanMitigating Unwanted Biases with Adversarial Learningno summary yetcs-lg1801.07593Google Research98 citesJan 22, 2018
- JanApproximate Inference via Weighted Rademacher Complexityno summary yetcs-lg1801.09028AllenAI3 citesJan 27, 2018
- JanSometimes You Want to Go Where Everybody Knows your Nameno summary yetcs-lg1801.10182Microsoft Research0 citesJan 30, 2018
2017
120- DecAdaptive Sampled Softmax with Kernel Based Samplingno summary yetcs-lg1712.00527Google Research3 citesDec 2, 2017
- DecHyperPower: Power- and Memory-Constrained Hyper-Parameter Optimization for Neural Networksno summary yetcs-lg1712.02446Google Research4 citesDec 6, 2017
- DecPacGAN: The power of two samples in generative adversarial networksno summary yetcs-lg1712.04086Amazon51 citesDec 12, 2017
- DecSafe Policy Improvement with Baseline Bootstrappingno summary yetcs-lg1712.06924Microsoft Research83 citesDec 19, 2017
- DecLearning and Transferring IDs Representation in E-commerceno summary yetcs-lg1712.08289Alibaba24 citesDec 22, 2017
- DecBoosting the Actor with Dual Criticno summary yetcs-lg1712.10282Google Research7 citesDec 29, 2017
- DecSBEED: Convergent Reinforcement Learning with Nonlinear Function Approximationno summary yetcs-lg1712.10285Microsoft Research51 citesDec 29, 2017
- NovOrthogonal Machine Learning: Power and Limitationsno summary yetcs-lg1711.00342Microsoft Research8 citesNov 1, 2017
- NovHierarchical Representations for Efficient Architecture Searchno summary yetcs-lg1711.00436Google Research227 citesNov 1, 2017
- NovFixing a Broken ELBOno summary yetcs-lg1711.00464Google Research44 citesNov 1, 2017
- NovDon't Decay the Learning Rate, Increase the Batch Sizeno summary yetcs-lg1711.00489Google Research271 citesNov 1, 2017
- NovLearning to Represent Programs with Graphsno summary yetcs-lg1711.00740Microsoft Research47 citesNov 1, 2017
- NovLatent Constraints: Learning to Generate Conditionally from Unconditional Generative Modelsno summary yetcs-lg1711.05772Google Research25 citesNov 15, 2017
- NovMorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networksno summary yetcs-lg1711.06798Google Research49 citesNov 18, 2017
- NovOnline Learning via the Differential Privacy Lensno summary yetcs-lg1711.10019Google Research4 citesNov 27, 2017
- NovAccelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descentno summary yetcs-lg1711.10456Microsoft Research50 citesNov 28, 2017
- NovReinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Qualityno summary yetcs-lg1711.10791Microsoft Research2 citesNov 29, 2017
- OctRobust Locally-Linear Controllable Embeddingno summary yetcs-lg1710.05373Adobe25 citesOct 15, 2017
- OctDiscriminative Learning of Prediction Intervalsno summary yetcs-lg1710.05888Microsoft Research1 citesOct 16, 2017
- OctA Bayesian Perspective on Generalization and Stochastic Gradient Descentno summary yetcs-lg1710.06451Google Research24 citesOct 17, 2017
- OctLearning Differentially Private Recurrent Language Modelsno summary yetcs-lg1710.06963Google Research104 citesOct 18, 2017
- OctWatch Your Step: Learning Node Embeddings via Graph Attentionno summary yetcs-lg1710.09599Google Research140 citesOct 26, 2017
- OctPixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examplesno summary yetcs-lg1710.10766Microsoft Research294 citesOct 30, 2017
- OctLearning Robust Rewards with Adversarial Inverse Reinforcement Learningno summary yetcs-lg1710.11248Google Research80 citesOct 30, 2017
- OctMeta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithmno summary yetcs-lg1710.11622Google Research96 citesOct 31, 2017
- SepA hierarchical loss and its problems when classifying non-hierarchicallyno summary yetcs-lg1709.01062Meta / FAIR8 citesSep 1, 2017
- SepA Generic Approach for Escaping Saddle pointsno summary yetcs-lg1709.01434Amazon34 citesSep 5, 2017
- SepRDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimationsno summary yetcs-lg1709.02980Amazon12 citesSep 9, 2017
- SepDeep Automated Multi-task Learningno summary yetcs-lg1709.05554Amazon7 citesSep 16, 2017
- SepFlashProfile: A Framework for Synthesizing Data Profilesno summary yetcs-lg1709.05725Microsoft Research21 citesSep 17, 2017
- SepUsing Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Graspingno summary yetcs-lg1709.07857Google Research47 citesSep 22, 2017
- SepLearning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrationsno summary yetcs-lg1709.10087OpenAI124 citesSep 28, 2017
- SepOvercoming Exploration in Reinforcement Learning with Demonstrationsno summary yetcs-lg1709.10089OpenAI63 citesSep 28, 2017
- AugA Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Modelsno summary yetcs-lg1708.00111DeepMind6 citesAug 1, 2017
- AugGPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Imagesno summary yetcs-lg1708.02313Google Research4 citesAug 7, 2017
- AugSparse Coding and Autoencodersno summary yetcs-lg1708.03735Salesforce3 citesAug 12, 2017
- AugDeep & Cross Network for Ad Click Predictionsno summary yetcs-lg1708.05123Google Research45 citesAug 17, 2017
- JulFast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graphno summary yetcs-lg1707.00143Alibaba25 citesJul 1, 2017
- JulTeacher-Student Curriculum Learningno summary yetcs-lg1707.00183OpenAI42 citesJul 1, 2017
- JulLearning Mixture of Gaussians with Streaming Datano summary yetcs-lg1707.02391Microsoft Research3 citesJul 8, 2017
- JulRobust Imitation of Diverse Behaviorsno summary yetcs-lg1707.02747DeepMind64 citesJul 10, 2017
- JulDistral: Robust Multitask Reinforcement Learningno summary yetcs-lg1707.04175DeepMind183 citesJul 13, 2017
- JulGLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architecturesno summary yetcs-lg1707.04588Sony9 citesJul 14, 2017
- JulImagination-Augmented Agents for Deep Reinforcement Learningno summary yetcs-lg1707.06203Google Research163 citesJul 19, 2017
- JulA Distributional Perspective on Reinforcement Learningno summary yetcs-lg1707.06887Amazon241 citesJul 21, 2017
- JulTime-Dependent Representation for Neural Event Sequence Predictionno summary yetcs-lg1708.00065Baidu5 citesJul 31, 2017
- JulLearning Algorithms for Active Learningno summary yetcs-lg1708.00088Microsoft Research69 citesJul 31, 2017
- JunTensor Contraction Layers for Parsimonious Deep Netsno summary yetcs-lg1706.00439Amazon10 citesJun 1, 2017
- JunFrom Bayesian Sparsity to Gated Recurrent Netsno summary yetcs-lg1706.02815Microsoft Research22 citesJun 9, 2017
- JunToward Optimal Run Racing: Application to Deep Learning Calibrationno summary yetcs-lg1706.03199Google Research0 citesJun 10, 2017
- JunClustering Small Samples with Quality Guarantees: Adaptivity with One2all ppsno summary yetcs-lg1706.03607Google Research4 citesJun 12, 2017
- JunHybrid Reward Architecture for Reinforcement Learningno summary yetcs-lg1706.04208Microsoft Research188 citesJun 13, 2017
- JunAdaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIPno summary yetcs-lg1706.04690Google Research3 citesJun 14, 2017
- JunRevenue Optimization with Approximate Bid Predictionsno summary yetcs-lg1706.04732Google Research41 citesJun 15, 2017
- JunLearning Deep ResNet Blocks Sequentially using Boosting Theoryno summary yetcs-lg1706.04964Microsoft Research31 citesJun 15, 2017
- JunDevice Placement Optimization with Reinforcement Learningno summary yetcs-lg1706.04972Google Research222 citesJun 13, 2017
- JunLearning Hierarchical Information Flow with Recurrent Neural Modulesno summary yetcs-lg1706.05744Google Research4 citesJun 18, 2017
- JunNoisy Networks for Explorationno summary yetcs-lg1706.10295Google Research274 citesJun 30, 2017
- MayCompressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networksno summary yetcs-lg1705.01626NVIDIA11 citesMay 3, 2017
- MayMetacontrol for Adaptive Imagination-Based Optimizationno summary yetcs-lg1705.02670Google Research47 citesMay 7, 2017
- MayDiscrete Sequential Prediction of Continuous Actions for Deep RLno summary yetcs-lg1705.05035Google Research70 citesMay 14, 2017
- MayLearning Edge Representations via Low-Rank Asymmetric Projectionsno summary yetcs-lg1705.05615Google Research49 citesMay 16, 2017
- MayFeature Control as Intrinsic Motivation for Hierarchical Reinforcement Learningno summary yetcs-lg1705.06769DeepMind99 citesMay 18, 2017
- MayEstimating Accuracy from Unlabeled Data: A Probabilistic Logic Approachno summary yetcs-lg1705.07086Microsoft Research19 citesMay 19, 2017
- MayFiltering Variational Objectivesno summary yetcs-lg1705.09279Google Research3 citesMay 25, 2017
- MayA Sampling Theory Perspective of Graph-based Semi-supervised Learningno summary yetcs-lg1705.09518Google Research37 citesMay 26, 2017
- MayContextual Explanation Networksno summary yetcs-lg1705.10301Google Research38 citesMay 29, 2017
- MayThe Numerics of GANsno summary yetcs-lg1705.10461Microsoft Research188 citesMay 30, 2017
- MayConstrained Policy Optimizationno summary yetcs-lg1705.10528OpenAI112 citesMay 30, 2017
- MayGenerative Models of Visually Grounded Imaginationno summary yetcs-lg1705.10762Google Research50 citesMay 30, 2017
- MayControllable Invariance through Adversarial Feature Learningno summary yetcs-lg1705.11122Baidu60 citesMay 31, 2017
- AprOnline and Linear-Time Attention by Enforcing Monotonic Alignmentsno summary yetcs-lg1704.00784Google Research198 citesApr 3, 2017
- AprNeural Message Passing for Quantum Chemistryno summary yetcs-lg1704.01212Google Research1,154 citesApr 4, 2017
- AprLinear Additive Markov Processesno summary yetcs-lg1704.01255Google Research0 citesApr 5, 2017
- AprNeural Audio Synthesis of Musical Notes with WaveNet Autoencodersno summary yetcs-lg1704.01279DeepMind298 citesApr 5, 2017
- AprBayesian Recurrent Neural Networksno summary yetcs-lg1704.02798Google Research150 citesApr 10, 2017
- AprIntrospection: Accelerating Neural Network Training By Learning Weight Evolutionno summary yetcs-lg1704.04959Adobe3 citesApr 17, 2017
- AprBatch-Expansion Training: An Efficient Optimization Frameworkno summary yetcs-lg1704.06731Microsoft Research1 citesApr 22, 2017
- MarModel-Independent Online Learning for Influence Maximizationno summary yetcs-lg1703.00557Adobe20 citesMar 1, 2017
- MarA Laplacian Framework for Option Discovery in Reinforcement Learningno summary yetcs-lg1703.00956DeepMind76 citesMar 2, 2017
- MarBelief Propagation in Conditional RBMs for Structured Predictionno summary yetcs-lg1703.00986Baidu2 citesMar 2, 2017
- MarActive Learning for Cost-Sensitive Classificationno summary yetcs-lg1703.01014Microsoft Research19 citesMar 3, 2017
- MarImproving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applicationsno summary yetcs-lg1703.01610Microsoft Research35 citesMar 5, 2017
- MarThird-Person Imitation Learningno summary yetcs-lg1703.01703OpenAI132 citesMar 6, 2017
- MarNeural Episodic Controlno summary yetcs-lg1703.01988DeepMind92 citesMar 6, 2017
- MarOnline Learning to Rank in Stochastic Click Modelsno summary yetcs-lg1703.02527Adobe41 citesMar 7, 2017
- MarBootstrapped Graph Diffusions: Exposing the Power of Nonlinearityno summary yetcs-lg1703.02618Google Research8 citesMar 7, 2017
- MarRobust Adversarial Reinforcement Learningno summary yetcs-lg1703.02702Google Research385 citesMar 8, 2017
- MarLearning to Remember Rare Eventsno summary yetcs-lg1703.03129Google Research72 citesMar 9, 2017
- MarPrediction and Control with Temporal Segment Modelsno summary yetcs-lg1703.04070OpenAI22 citesMar 12, 2017
- MarDeep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputsno summary yetcs-lg1703.04363Google Research3 citesMar 13, 2017
- MarLearned Optimizers that Scale and Generalizeno summary yetcs-lg1703.04813DeepMind115 citesMar 14, 2017
- MarRiemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysisno summary yetcs-lg1703.04890Amazon10 citesMar 15, 2017
- MarSharp Minima Can Generalize For Deep Netsno summary yetcs-lg1703.04933DeepMind148 citesMar 15, 2017
- MarParticle Value Functionsno summary yetcs-lg1703.05820Google Research8 citesMar 16, 2017
- MarDeep Setsno summary yetcs-lg1703.06114Google Research471 citesMar 10, 2017
- MarREBAR: Low-variance, unbiased gradient estimates for discrete latent variable modelsno summary yetcs-lg1703.07370Google Research167 citesMar 21, 2017
- MarWho Said What: Modeling Individual Labelers Improves Classificationno summary yetcs-lg1703.08774Google Research26 citesMar 26, 2017
- MarImproved Training of Wasserstein GANsno summary yetcs-lg1704.00028Google Research1,511 citesMar 31, 2017
- FebCalibrating Energy-based Generative Adversarial Networksno summary yetcs-lg1702.01691Microsoft Research23 citesFeb 6, 2017
- FebBatch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Modelsno summary yetcs-lg1702.03275Google Research237 citesFeb 10, 2017
- FebDiscovering objects and their relations from entangled scene representationsno summary yetcs-lg1702.05068Google Research74 citesFeb 16, 2017
- FebThresholding based Efficient Outlier Robust PCAno summary yetcs-lg1702.05571Microsoft Research7 citesFeb 18, 2017
- FebRiemannian stochastic variance reduced gradient algorithm with retraction and vector transportno summary yetcs-lg1702.05594Amazon19 citesFeb 18, 2017
- FebMemory and Communication Efficient Distributed Stochastic Optimization with Minibatch-Proxno summary yetcs-lg1702.06269Amazon25 citesFeb 21, 2017
- FebTraining a Subsampling Mechanism in Expectationno summary yetcs-lg1702.06914Google Research0 citesFeb 22, 2017
- FebHeavy-Tailed Analogues of the Covariance Matrix for ICAno summary yetcs-lg1702.06976Microsoft Research0 citesFeb 22, 2017
- FebBandits with Movement Costs and Adaptive Pricingno summary yetcs-lg1702.07444Microsoft Research2 citesFeb 24, 2017
- FebTight Bounds for Bandit Combinatorial Optimizationno summary yetcs-lg1702.07539Google Research2 citesFeb 24, 2017
- FebAdaptive Neural Networks for Efficient Inferenceno summary yetcs-lg1702.07811Microsoft Research134 citesFeb 25, 2017
- FebUnsupervised Sequence Classification using Sequential Output Statisticsno summary yetcs-lg1702.07817Microsoft Research9 citesFeb 25, 2017
- FebStochastic Variance Reduction Methods for Policy Evaluationno summary yetcs-lg1702.07944Microsoft Research69 citesFeb 25, 2017
- FebReinforcement Learning with Deep Energy-Based Policiesno summary yetcs-lg1702.08165OpenAI434 citesFeb 27, 2017
- FebDepth Separation for Neural Networksno summary yetcs-lg1702.08489Google Research17 citesFeb 27, 2017
- FebSGD Learns the Conjugate Kernel Class of the Networkno summary yetcs-lg1702.08503Google Research81 citesFeb 27, 2017
- FebProvably Optimal Algorithms for Generalized Linear Contextual Banditsno summary yetcs-lg1703.00048Microsoft Research17 citesFeb 28, 2017
- JanStochastic Generative Hashingno summary yetcs-lg1701.02815Google Research15 citesJan 11, 2017
- JanOn Hölder projective divergencesno summary yetcs-lg1701.03916Sony23 citesJan 14, 2017
- JanLabel Propagation on K-partite Graphs with Heterophilyno summary yetcs-lg1701.06075Meta / FAIR2 citesJan 21, 2017
- JanDynamic Regret of Strongly Adaptive Methodsno summary yetcs-lg1701.07570Alibaba37 citesJan 26, 2017
2016
87- DecDeep Variational Information Bottleneckno summary yetcs-lg1612.00410Google Research370 citesDec 1, 2016
- DecOvercoming catastrophic forgetting in neural networksno summary yetcs-lg1612.00796DeepMind7,082 citesDec 2, 2016
- DecCorralling a Band of Bandit Algorithmsno summary yetcs-lg1612.06246Microsoft Research7 citesDec 19, 2016
- DecThe Predictron: End-To-End Learning and Planningno summary yetcs-lg1612.08810DeepMind90 citesDec 28, 2016
- NovDistributed Mean Estimation with Limited Communicationno summary yetcs-lg1611.00429Google Research149 citesNov 2, 2016
- NovThe Concrete Distribution: A Continuous Relaxation of Discrete Random Variablesno summary yetcs-lg1611.00712Google Research622 citesNov 2, 2016
- NovSample Efficient Actor-Critic with Experience Replayno summary yetcs-lg1611.01224Google Research222 citesNov 3, 2016
- NovA Communication-Efficient Parallel Algorithm for Decision Treeno summary yetcs-lg1611.01276Microsoft Research69 citesNov 4, 2016
- NovLearning Continuous Semantic Representations of Symbolic Expressionsno summary yetcs-lg1611.01423DeepMind44 citesNov 4, 2016
- NovCombining policy gradient and Q-learningno summary yetcs-lg1611.01626Google Research94 citesNov 5, 2016
- NovOracle-Efficient Online Learning and Auction Designno summary yetcs-lg1611.01688Microsoft Research3 citesNov 5, 2016
- NovEntropy-SGD: Biasing Gradient Descent Into Wide Valleysno summary yetcs-lg1611.01838Microsoft Research115 citesNov 6, 2016
- NovDifferentiable Programs with Neural Librariesno summary yetcs-lg1611.02109Microsoft Research31 citesNov 7, 2016
- NovUnrolled Generative Adversarial Networksno summary yetcs-lg1611.02163Google Research426 citesNov 7, 2016
- NovPlaying SNES in the Retro Learning Environmentno summary yetcs-lg1611.02205Amazon1 citesNov 7, 2016
- NovSequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-controlno summary yetcs-lg1611.02796Google Research45 citesNov 9, 2016
- NovUnderstanding deep learning requires rethinking generalizationno summary yetcs-lg1611.03530Google Research1,091 citesNov 10, 2016
- NovCAD2RL: Real Single-Image Flight without a Single Real Imageno summary yetcs-lg1611.04201Google Research141 citesNov 13, 2016
- NovIdentity Matters in Deep Learningno summary yetcs-lg1611.04231Google Research76 citesNov 14, 2016
- NovReinforcement Learning with Unsupervised Auxiliary Tasksno summary yetcs-lg1611.05397Google Research272 citesNov 16, 2016
- NovImproving Policy Gradient by Exploring Under-appreciated Rewardsno summary yetcs-lg1611.09321Google Research5 citesNov 28, 2016
- OctCollective Robot Reinforcement Learning with Distributed Asynchronous Guided Policy Searchno summary yetcs-lg1610.00673Google Research139 citesOct 3, 2016
- OctDeep Visual Foresight for Planning Robot Motionno summary yetcs-lg1610.00696Google Research19 citesOct 3, 2016
- OctEPOpt: Learning Robust Neural Network Policies Using Model Ensemblesno summary yetcs-lg1610.01283Google Research144 citesOct 5, 2016
- OctQSGD: Communication-Efficient SGD via Gradient Quantization and Encodingno summary yetcs-lg1610.02132Microsoft Research41 citesOct 7, 2016
- OctEquality of Opportunity in Supervised Learningno summary yetcs-lg1610.02413Google Research1,925 citesOct 7, 2016
- OctAutomatic chemical design using a data-driven continuous representation of moleculesno summary yetcs-lg1610.02415Google Research3,012 citesOct 7, 2016
- OctStructured adaptive and random spinners for fast machine learning computationsno summary yetcs-lg1610.06209NVIDIA21 citesOct 19, 2016
- OctAn Efficient Minibatch Acceptance Test for Metropolis-Hastingsno summary yetcs-lg1610.06848Google Research18 citesOct 19, 2016
- OctScaling Memory-Augmented Neural Networks with Sparse Reads and Writesno summary yetcs-lg1610.09027DeepMind58 citesOct 27, 2016
- OctOrthogonal Random Featuresno summary yetcs-lg1610.09072Google Research104 citesOct 28, 2016
- OctContextual Decision Processes with Low Bellman Rank are PAC-Learnableno summary yetcs-lg1610.09512Microsoft Research153 citesOct 29, 2016
- OctTensorLy: Tensor Learning in Pythonno summary yetcs-lg1610.09555NVIDIA211 citesOct 29, 2016
- SepReward Augmented Maximum Likelihood for Neural Structured Predictionno summary yetcs-lg1609.00150Google Research89 citesSep 1, 2016
- SepTsallis Regularized Optimal Transport and Ecological Inferenceno summary yetcs-lg1609.04495Sony17 citesSep 15, 2016
- SepReasoNet: Learning to Stop Reading in Machine Comprehensionno summary yetcs-lg1609.05284Microsoft Research265 citesSep 17, 2016
- SepOnline Learning of Combinatorial Objects via Extended Formulationno summary yetcs-lg1609.05374Microsoft Research3 citesSep 17, 2016
- SepGeometry-Based Next Frame Prediction from Monocular Videono summary yetcs-lg1609.06377Google Research6 citesSep 20, 2016
- SepCharged Point Normalization: An Efficient Solution to the Saddle Point Problemno summary yetcs-lg1609.09522Microsoft Research0 citesSep 29, 2016
- AugBBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systemsno summary yetcs-lg1608.05081Microsoft Research98 citesAug 17, 2016
- AugA Tight Convex Upper Bound on the Likelihood of a Finite Mixtureno summary yetcs-lg1608.05275Google Research1 citesAug 18, 2016
- AugDecoupled Neural Interfaces using Synthetic Gradientsno summary yetcs-lg1608.05343DeepMind76 citesAug 18, 2016
- JulAdaNet: Adaptive Structural Learning of Artificial Neural Networksno summary yetcs-lg1607.01097Google Research109 citesJul 5, 2016
- JulTight Lower Bounds for Multiplicative Weights Algorithmic Familiesno summary yetcs-lg1607.02834Microsoft Research7 citesJul 11, 2016
- JulKernel-based methods for bandit convex optimizationno summary yetcs-lg1607.03084Microsoft Research22 citesJul 11, 2016
- JulGuided Policy Search as Approximate Mirror Descentno summary yetcs-lg1607.04614Google Research83 citesJul 15, 2016
- JunImproved Regret Bounds for Oracle-Based Adversarial Contextual Banditsno summary yetcs-lg1606.00313Microsoft Research13 citesJun 1, 2016
- JunSafe and Efficient Off-Policy Reinforcement Learningno summary yetcs-lg1606.02647Google Research94 citesJun 8, 2016
- JunInfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Netsno summary yetcs-lg1606.03657OpenAI2,423 citesJun 12, 2016
- JunMatching Networks for One Shot Learningno summary yetcs-lg1606.04080DeepMind944 citesJun 13, 2016
- JunBolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analyticsno summary yetcs-lg1606.04722Google Research12 citesJun 15, 2016
- JunGuaranteed bounds on the Kullback-Leibler divergence of univariate mixtures using piecewise log-sum-exp inequalitiesno summary yetcs-lg1606.05850Sony53 citesJun 19, 2016
- JunNearly-optimal Robust Matrix Completionno summary yetcs-lg1606.07315Microsoft Research20 citesJun 23, 2016
- JunSatisfying Real-world Goals with Dataset Constraintsno summary yetcs-lg1606.07558Google Research80 citesJun 24, 2016
- JunIs the Bellman residual a bad proxy?no summary yetcs-lg1606.07636DeepMind0 citesJun 24, 2016
- MayNeural Autoregressive Distribution Estimationno summary yetcs-lg1605.02226DeepMind21 citesMay 7, 2016
- MayGeometry Aware Mappings for High Dimensional Sparse Factorsno summary yetcs-lg1605.04764Baidu1 citesMay 16, 2016
- MayOff-policy evaluation for slate recommendationno summary yetcs-lg1605.04812Microsoft Research39 citesMay 16, 2016
- MayOnline Influence Maximization under Independent Cascade Model with Semi-Bandit Feedbackno summary yetcs-lg1605.06593Adobe52 citesMay 21, 2016
- MayMeasuring Neural Net Robustness with Constraintsno summary yetcs-lg1605.07262Microsoft Research115 citesMay 24, 2016
- MayLearning Multiagent Communication with Backpropagationno summary yetcs-lg1605.07736Meta / FAIR276 citesMay 25, 2016
- MayProvable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descentno summary yetcs-lg1605.08370Microsoft Research29 citesMay 26, 2016
- MayRecycling Randomness with Structure for Sublinear time Kernel Expansionsno summary yetcs-lg1605.09049Google Research22 citesMay 29, 2016
- AprLearning Compact Recurrent Neural Networksno summary yetcs-lg1604.02594Google Research21 citesApr 9, 2016
- AprHierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivationno summary yetcs-lg1604.06057DeepMind414 citesApr 20, 2016
- AprLearning by tracking: Siamese CNN for robust target associationno summary yetcs-lg1604.07866Microsoft Research78 citesApr 26, 2016
- MarPLATO: Policy Learning using Adaptive Trajectory Optimizationno summary yetcs-lg1603.00622OpenAI15 citesMar 2, 2016
- MarContinuous Deep Q-Learning with Model-based Accelerationno summary yetcs-lg1603.00748DeepMind337 citesMar 2, 2016
- MarLearning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collectionno summary yetcs-lg1603.02199Google Research272 citesMar 7, 2016
- MarDistribution Free Learning with Local Queriesno summary yetcs-lg1603.03714Google Research0 citesMar 11, 2016
- MarItem2Vec: Neural Item Embedding for Collaborative Filteringno summary yetcs-lg1603.04259Microsoft Research74 citesMar 14, 2016
- MarCascading Bandits for Large-Scale Recommendation Problemsno summary yetcs-lg1603.05359Adobe82 citesMar 17, 2016
- MarA Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognitionno summary yetcs-lg1603.05800Google Research6 citesMar 18, 2016
- MarHyperband: A Novel Bandit-Based Approach to Hyperparameter Optimizationno summary yetcs-lg1603.06560Google Research1,067 citesMar 21, 2016
- Febk-variates++: more pluses in the k-means++no summary yetcs-lg1602.01198Sony6 citesFeb 3, 2016
- FebEfficient Second Order Online Learning by Sketchingno summary yetcs-lg1602.02202Microsoft Research37 citesFeb 6, 2016
- FebLoss factorization, weakly supervised learning and label noise robustnessno summary yetcs-lg1602.02450Sony42 citesFeb 8, 2016
- FebEfficient Algorithms for Adversarial Contextual Learningno summary yetcs-lg1602.02454Microsoft Research45 citesFeb 8, 2016
- FebExploiting Cyclic Symmetry in Convolutional Neural Networksno summary yetcs-lg1602.02660DeepMind161 citesFeb 8, 2016
- FebPAC Reinforcement Learning with Rich Observationsno summary yetcs-lg1602.02722Microsoft Research14 citesFeb 8, 2016
- FebLearning Efficient Algorithms with Hierarchical Attentive Memoryno summary yetcs-lg1602.03218Google Research28 citesFeb 9, 2016
- FebDeep Exploration via Bootstrapped DQNno summary yetcs-lg1602.04621DeepMind468 citesFeb 15, 2016
- FebVariational inference for Monte Carlo objectivesno summary yetcs-lg1602.06725DeepMind81 citesFeb 22, 2016
- FebStreaming PCA: Matching Matrix Bernstein and Near-Optimal Finite Sample Guarantees for Oja's Algorithmno summary yetcs-lg1602.06929Microsoft Research15 citesFeb 22, 2016
- FebLearning values across many orders of magnitudeno summary yetcs-lg1602.07714DeepMind87 citesFeb 24, 2016
- FebWeight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networksno summary yetcs-lg1602.07868OpenAI931 citesFeb 25, 2016
- FebThompson Sampling is Asymptotically Optimal in General Environmentsno summary yetcs-lg1602.07905DeepMind18 citesFeb 25, 2016
2015
65- DecAttribute2Image: Conditional Image Generation from Visual Attributesno summary yetcs-lg1512.00570Adobe95 citesDec 2, 2015
- DecLarge Scale Distributed Semi-Supervised Learning Using Streaming Approximationno summary yetcs-lg1512.01752Google Research10 citesDec 6, 2015
- DecExplaining reviews and ratings with PACO: Poisson Additive Co-Clusteringno summary yetcs-lg1512.01845Google Research1 citesDec 6, 2015
- DecData Driven Resource Allocation for Distributed Learningno summary yetcs-lg1512.04848Google Research1 citesDec 15, 2015
- NovSemi-supervised Sequence Learningno summary yetcs-lg1511.01432Google Research490 citesNov 4, 2015
- NovALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deploymentsno summary yetcs-lg1511.02030Microsoft Research20 citesNov 6, 2015
- NovALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deploymentsno summary yetcs-lg1511.02037Microsoft Research9 citesNov 6, 2015
- NovStacked Attention Networks for Image Question Answeringno summary yetcs-lg1511.02274Microsoft Research193 citesNov 7, 2015
- NovFederated Optimization:Distributed Optimization Beyond the Datacenterno summary yetcs-lg1511.03575Google Research580 citesNov 11, 2015
- NovLearning Human Identity from Motion Patternsno summary yetcs-lg1511.03908Google Research11 citesNov 12, 2015
- NovNeural Programmer: Inducing Latent Programs with Gradient Descentno summary yetcs-lg1511.04834Google Research73 citesNov 16, 2015
- NovA Neural Transducerno summary yetcs-lg1511.04868Google Research54 citesNov 16, 2015
- NovMuProp: Unbiased Backpropagation for Stochastic Neural Networksno summary yetcs-lg1511.05176DeepMind32 citesNov 16, 2015
- NovBinary embeddings with structured hashed projectionsno summary yetcs-lg1511.05212Google Research26 citesNov 16, 2015
- NovNet2Net: Accelerating Learning via Knowledge Transferno summary yetcs-lg1511.05641Google Research164 citesNov 18, 2015
- NovMulti-task Sequence to Sequence Learningno summary yetcs-lg1511.06114Google Research66 citesNov 19, 2015
- NovNeural Programmer-Interpretersno summary yetcs-lg1511.06279DeepMind152 citesNov 19, 2015
- NovPolicy Distillationno summary yetcs-lg1511.06295DeepMind87 citesNov 19, 2015
- NovNeural Random-Access Machinesno summary yetcs-lg1511.06392Google Research15 citesNov 19, 2015
- NovBlending LSTMs into CNNsno summary yetcs-lg1511.06433Microsoft Research7 citesNov 19, 2015
- NovSession-based Recommendations with Recurrent Neural Networksno summary yetcs-lg1511.06939Netflix559 citesNov 21, 2015
- NovNeural GPUs Learn Algorithmsno summary yetcs-lg1511.08228Google Research63 citesNov 25, 2015
- OctTensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbationsno summary yetcs-lg1510.04747Microsoft Research31 citesOct 15, 2015
- OctTransductive Optimization of Top k Precisionno summary yetcs-lg1510.05976Alibaba4 citesOct 20, 2015
- OctLearning Continuous Control Policies by Stochastic Value Gradientsno summary yetcs-lg1510.09142DeepMind288 citesOct 30, 2015
- SepHeavy-tailed Independent Component Analysisno summary yetcs-lg1509.00727Microsoft Research2 citesSep 2, 2015
- SepTrain faster, generalize better: Stability of stochastic gradient descentno summary yetcs-lg1509.01240Google Research348 citesSep 3, 2015
- SepLearning to Hash for Indexing Big Data - A Surveyno summary yetcs-lg1509.05472Google Research30 citesSep 17, 2015
- SepEnd-to-End Text-Dependent Speaker Verificationno summary yetcs-lg1509.08062Google Research3 citesSep 27, 2015
- AugEnd-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architectureno summary yetcs-lg1508.03398Microsoft Research8 citesAug 14, 2015
- AugDistributed Compressive Sensing: A Deep Learning Approachno summary yetcs-lg1508.04924Microsoft Research130 citesAug 20, 2015
- JulRich Component Analysisno summary yetcs-lg1507.03867Microsoft Research7 citesJul 14, 2015
- JulCombinatorial Cascading Banditsno summary yetcs-lg1507.04208Adobe51 citesJul 15, 2015
- JulMassively Parallel Methods for Deep Reinforcement Learningno summary yetcs-lg1507.04296Google Research406 citesJul 15, 2015
- JunMulti-View Factorization Machinesno summary yetcs-lg1506.01110Microsoft Research30 citesJun 3, 2015
- JunSelective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluationsno summary yetcs-lg1506.02113Microsoft Research6 citesJun 6, 2015
- JunRobust Regression via Hard Thresholdingno summary yetcs-lg1506.02428Microsoft Research77 citesJun 8, 2015
- JunGeneralization in Adaptive Data Analysis and Holdout Reuseno summary yetcs-lg1506.02629Microsoft Research101 citesJun 8, 2015
- JunNon-parametric Revenue Optimization for Generalized Second Price Auctionsno summary yetcs-lg1506.02719Google Research11 citesJun 8, 2015
- JunMulti-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithmsno summary yetcs-lg1506.04359Microsoft Research31 citesJun 14, 2015
- JunLocalized Multiple Kernel Learning---A Convex Approachno summary yetcs-lg1506.04364Microsoft Research7 citesJun 14, 2015
- JunBayesian Dark Knowledgeno summary yetcs-lg1506.04416Google Research136 citesJun 14, 2015
- JunGradient Estimation Using Stochastic Computation Graphsno summary yetcs-lg1506.05254DeepMind187 citesJun 17, 2015
- JunStrategic Classificationno summary yetcs-lg1506.06980Google Research1 citesJun 23, 2015
- JunEmbed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Imagesno summary yetcs-lg1506.07365Google Research223 citesJun 24, 2015
- JunEfficient and Parsimonious Agnostic Active Learningno summary yetcs-lg1506.08669Microsoft Research22 citesJun 29, 2015
- MayThompson Sampling for Budgeted Multi-armed Banditsno summary yetcs-lg1505.00146Microsoft Research32 citesMay 1, 2015
- MayLearning Program Embeddings to Propagate Feedback on Student Codeno summary yetcs-lg1505.05969Google Research86 citesMay 22, 2015
- MayMonotonic Calibrated Interpolated Look-Up Tablesno summary yetcs-lg1505.06378Google Research54 citesMay 23, 2015
- MayMLlib: Machine Learning in Apache Sparkno summary yetcs-lg1505.06807Netflix961 citesMay 26, 2015
- AprMaximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representationno summary yetcs-lg1504.02622Google Research1 citesApr 10, 2015
- AprCompressing Neural Networks with the Hashing Trickno summary yetcs-lg1504.04788NVIDIA566 citesApr 19, 2015
- MarLearning Mixtures of Gaussians in High Dimensionsno summary yetcs-lg1503.00424Microsoft Research19 citesMar 2, 2015
- MarSimple, Efficient, and Neural Algorithms for Sparse Codingno summary yetcs-lg1503.00778Microsoft Research85 citesMar 2, 2015
- MarJoint Active Learning with Feature Selection via CUR Matrix Decompositionno summary yetcs-lg1503.01239Baidu5 citesMar 4, 2015
- MarLarge-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMCno summary yetcs-lg1503.01596Google Research10 citesMar 5, 2015
- MarImportance weighting without importance weights: An efficient algorithm for combinatorial semi-banditsno summary yetcs-lg1503.05087Google Research0 citesMar 17, 2015
- FebLearning to Search Better Than Your Teacherno summary yetcs-lg1502.02206Microsoft Research91 citesFeb 8, 2015
- FebLearning Reductions that Really Workno summary yetcs-lg1502.02704Microsoft Research1 citesFeb 9, 2015
- FebCascading Bandits: Learning to Rank in the Cascade Modelno summary yetcs-lg1502.02763Adobe110 citesFeb 10, 2015
- FebMADE: Masked Autoencoder for Distribution Estimationno summary yetcs-lg1502.03509DeepMind335 citesFeb 12, 2015
- FebContextual Semibandits via Supervised Learning Oraclesno summary yetcs-lg1502.05890Microsoft Research3 citesFeb 20, 2015
- FebContextual Dueling Banditsno summary yetcs-lg1502.06362Microsoft Research6 citesFeb 23, 2015
- FebBandit Convex Optimization: sqrt{T} Regret in One Dimensionno summary yetcs-lg1502.06398Microsoft Research10 citesFeb 23, 2015
- FebOnline Learning with Feedback Graphs: Beyond Banditsno summary yetcs-lg1502.07617Microsoft Research56 citesFeb 26, 2015
2014
39- DecSkip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimationno summary yetcs-lg1412.1454Google Research11 citesDec 3, 2014
- DecOn the Inductive Bias of Dropoutno summary yetcs-lg1412.4736Microsoft Research18 citesDec 15, 2014
- DecFast Label Embeddings via Randomized Linear Algebrano summary yetcs-lg1412.6547Microsoft Research1 citesDec 19, 2014
- DecMove Evaluation in Go Using Deep Convolutional Neural Networksno summary yetcs-lg1412.6564DeepMind92 citesDec 20, 2014
- DecJoint RNN-Based Greedy Parsing and Word Compositionno summary yetcs-lg1412.7028Meta / FAIR6 citesDec 22, 2014
- DecFast Convolutional Nets With fbfft: A GPU Performance Evaluationno summary yetcs-lg1412.7580Meta / FAIR251 citesDec 24, 2014
- DecMultiple Object Recognition with Visual Attentionno summary yetcs-lg1412.7755DeepMind702 citesDec 24, 2014
- DecACCAMS: Additive Co-Clustering to Approximate Matrices Succinctlyno summary yetcs-lg1501.00199Google Research3 citesDec 31, 2014
- NovNear-Optimal Density Estimation in Near-Linear Time Using Variable-Width Histogramsno summary yetcs-lg1411.0169Microsoft Research16 citesNov 1, 2014
- NovPreserving Statistical Validity in Adaptive Data Analysisno summary yetcs-lg1411.2664Microsoft Research16 citesNov 10, 2014
- OctTight Regret Bounds for Stochastic Combinatorial Semi-Banditsno summary yetcs-lg1410.0949Adobe58 citesOct 3, 2014
- OctSpeculate-Correct Error Bounds for k-Nearest Neighbor Classifiersno summary yetcs-lg1410.2500LinkedIn0 citesOct 9, 2014
- OctDifferentially- and non-differentially-private random decision treesno summary yetcs-lg1410.6973Google Research18 citesOct 26, 2014
- OctValidation of Matchingno summary yetcs-lg1411.0023Meta / FAIR0 citesOct 31, 2014
- SepLazier Than Lazy Greedyno summary yetcs-lg1409.7938Google Research178 citesSep 28, 2014
- SepArabic Spelling Correction using Supervised Learningno summary yetcs-lg1409.8309Google Research9 citesSep 29, 2014
- SepNonstochastic Multi-Armed Bandits with Graph-Structured Feedbackno summary yetcs-lg1409.8428Microsoft Research20 citesSep 30, 2014
- JulCombinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Armsno summary yetcs-lg1407.8339Microsoft Research123 citesJul 31, 2014
- JunLogarithmic Time Online Multiclass predictionno summary yetcs-lg1406.1822Microsoft Research47 citesJun 6, 2014
- JunA Credit Assignment Compiler for Joint Predictionno summary yetcs-lg1406.1837Google Research17 citesJun 7, 2014
- JunSemi-Supervised Learning with Deep Generative Modelsno summary yetcs-lg1406.5298DeepMind1,524 citesJun 20, 2014
- JunSpectral Ranking using Seriationno summary yetcs-lg1406.5370Microsoft Research2 citesJun 20, 2014
- JunRecurrent Models of Visual Attentionno summary yetcs-lg1406.6247DeepMind2,276 citesJun 24, 2014
- JunEfficient Learning in Large-Scale Combinatorial Semi-Banditsno summary yetcs-lg1406.7443Adobe48 citesJun 28, 2014
- MayAdaptation Algorithm and Theory Based on Generalized Discrepancyno summary yetcs-lg1405.1503Google Research2 citesMay 7, 2014
- MayOnline Learning with Composite Loss Functionsno summary yetcs-lg1405.4471Microsoft Research1 citesMay 18, 2014
- AprStructured Stochastic Variational Inferenceno summary yetcs-lg1404.4114Adobe41 citesApr 16, 2014
- MarUnconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximationsno summary yetcs-lg1403.0628Google Research36 citesMar 3, 2014
- MarCounterfactual Estimation and Optimization of Click Metrics for Search Enginesno summary yetcs-lg1403.1891Microsoft Research18 citesMar 7, 2014
- MarStatistical Decision Making for Optimal Budget Allocation in Crowd Labelingno summary yetcs-lg1403.3080Microsoft Research43 citesMar 12, 2014
- MarVariance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPsno summary yetcs-lg1403.6530Adobe14 citesMar 25, 2014
- MarOnline Learning of k-CNF Boolean Functionsno summary yetcs-lg1403.6863DeepMind3 citesMar 26, 2014
- FebTaming the Monster: A Fast and Simple Algorithm for Contextual Banditsno summary yetcs-lg1402.0555Microsoft Research315 citesFeb 4, 2014
- FebDictionary Learning over Distributed Modelsno summary yetcs-lg1402.1515Microsoft Research99 citesFeb 6, 2014
- FebResourceful Contextual Banditsno summary yetcs-lg1402.6779Microsoft Research37 citesFeb 27, 2014
- FebAn Incidence Geometry approach to Dictionary Learningno summary yetcs-lg1402.7344Google Research1 citesFeb 28, 2014
- JanRobust Hierarchical Clusteringno summary yetcs-lg1401.0247Google Research57 citesJan 1, 2014
- JanRiffled Independence for Efficient Inference with Partial Rankingsno summary yetcs-lg1401.6421Microsoft Research16 citesJan 23, 2014
- JanNeural Variational Inference and Learning in Belief Networksno summary yetcs-lg1402.0030DeepMind206 citesJan 31, 2014
2013
44- DecUnsupervised Feature Learning by Deep Sparse Codingno summary yetcs-lg1312.5783Google Research5 citesDec 20, 2013
- DecMulti-GPU Training of ConvNetsno summary yetcs-lg1312.5853Google Research53 citesDec 20, 2013
- DecUnit Tests for Stochastic Optimizationno summary yetcs-lg1312.6055DeepMind51 citesDec 20, 2013
- DecDo Deep Nets Really Need to be Deep?no summary yetcs-lg1312.6184Microsoft Research1,484 citesDec 21, 2013
- DecCommunication Efficient Distributed Optimization using an Approximate Newton-type Methodno summary yetcs-lg1312.7853Baidu84 citesDec 30, 2013
- NovThe Maximum Entropy Relaxation Pathno summary yetcs-lg1311.1644Google Research0 citesNov 7, 2013
- NovThe More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixturesno summary yetcs-lg1311.2891Microsoft Research31 citesNov 12, 2013
- NovLearning Input and Recurrent Weight Matrices in Echo State Networksno summary yetcs-lg1311.2987Microsoft Research9 citesNov 13, 2013
- NovLearning Prices for Repeated Auctions with Strategic Buyersno summary yetcs-lg1311.6838Google Research74 citesNov 26, 2013
- OctDiscriminative Features via Generalized Eigenvectorsno summary yetcs-lg1310.1934Microsoft Research11 citesOct 7, 2013
- OctLeast Squares Revisited: Scalable Approaches for Multi-class Predictionno summary yetcs-lg1310.1949Microsoft Research21 citesOct 7, 2013
- OctLearning Theory and Algorithms for Revenue Optimization in Second-Price Auctions with Reserveno summary yetcs-lg1310.5665Google Research87 citesOct 21, 2013
- OctRelative Deviation Learning Bounds and Generalization with Unbounded Loss Functionsno summary yetcs-lg1310.5796Google Research9 citesOct 22, 2013
- OctEfficient Optimization for Sparse Gaussian Process Regressionno summary yetcs-lg1310.6007Adobe13 citesOct 22, 2013
- OctProvable Bounds for Learning Some Deep Representationsno summary yetcs-lg1310.6343Microsoft Research242 citesOct 23, 2013
- OctDeep AutoRegressive Networksno summary yetcs-lg1310.8499DeepMind113 citesOct 31, 2013
- SepHigh-dimensional Joint Sparsity Random Effects Model for Multi-task Learningno summary yetcs-lg1309.6814Baidu2 citesSep 26, 2013
- SepSample Complexity of Multi-task Reinforcement Learningno summary yetcs-lg1309.6821Microsoft Research46 citesSep 26, 2013
- SepActive Learning with Expert Adviceno summary yetcs-lg1309.6875Microsoft Research12 citesSep 26, 2013
- AugWhen are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsityno summary yetcs-lg1308.2853Microsoft Research17 citesAug 13, 2013
- AugEnsemble of Distributed Learners for Online Classification of Dynamic Data Streamsno summary yetcs-lg1308.5281Microsoft Research1 citesAug 24, 2013
- JulLarge-scale Multi-label Learning with Missing Labelsno summary yetcs-lg1307.5101Microsoft Research369 citesJul 18, 2013
- JunTight Lower Bound on the Probability of a Binomial Exceeding its Expectationno summary yetcs-lg1306.1433Google Research10 citesJun 6, 2013
- JunLoss-Proportional Subsampling for Subsequent ERMno summary yetcs-lg1306.1840Microsoft Research5 citesJun 7, 2013
- MayNormalized Online Learningno summary yetcs-lg1305.6646Microsoft Research9 citesMay 28, 2013
- AprFractal structures in Adversarial Predictionno summary yetcs-lg1304.7576Google Research1 citesApr 29, 2013
- AprOptimal amortized regret in every intervalno summary yetcs-lg1304.7577Microsoft Research2 citesApr 29, 2013
- MarLarge-Scale Learning with Less RAM via Randomizationno summary yetcs-lg1303.4664Google Research11 citesMar 19, 2013
- FebA Bayesian Approach to Learning Bayesian Networks with Local Structureno summary yetcs-lg1302.1528Microsoft Research326 citesFeb 6, 2013
- FebModels and Selection Criteria for Regression and Classificationno summary yetcs-lg1302.1545Microsoft Research58 citesFeb 6, 2013
- FebMinimax Optimal Algorithms for Unconstrained Linear Optimizationno summary yetcs-lg1302.2176Google Research21 citesFeb 8, 2013
- FebA Tensor Approach to Learning Mixed Membership Community Modelsno summary yetcs-lg1302.2684Microsoft Research110 citesFeb 12, 2013
- FebAdaptive Crowdsourcing Algorithms for the Bandit Survey Problemno summary yetcs-lg1302.3268Microsoft Research31 citesFeb 13, 2013
- FebEfficient Approximations for the Marginal Likelihood of Incomplete Data Given a Bayesian Networkno summary yetcs-lg1302.3567Microsoft Research56 citesFeb 13, 2013
- FebFeature Multi-Selection among Subjective Featuresno summary yetcs-lg1302.4297Microsoft Research1 citesFeb 18, 2013
- FebOnline Learning with Switching Costs and Other Adaptive Adversariesno summary yetcs-lg1302.4387Microsoft Research54 citesFeb 18, 2013
- JanA Semantic Matching Energy Function for Learning with Multi-relational Datano summary yetcs-lg1301.3485Google Research32 citesJan 15, 2013
- JanFeature Learning in Deep Neural Networks - Studies on Speech Recognition Tasksno summary yetcs-lg1301.3605Microsoft Research177 citesJan 16, 2013
- JanVariational Relevance Vector Machinesno summary yetcs-lg1301.3838Microsoft Research358 citesJan 16, 2013
- JanFast Learning from Sparse Datano summary yetcs-lg1301.6685Microsoft Research11 citesJan 23, 2013
- JanParameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributionsno summary yetcs-lg1301.6697Microsoft Research28 citesJan 23, 2013
- JanGraphical Models and Exponential Familiesno summary yetcs-lg1301.7376Microsoft Research41 citesJan 30, 2013
- JanMixture Representations for Inference and Learning in Boltzmann Machinesno summary yetcs-lg1301.7393Microsoft Research17 citesJan 30, 2013
- JanLearning Mixtures of DAG Modelsno summary yetcs-lg1301.7415Microsoft Research58 citesJan 30, 2013
2012
43- DecStochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemesno summary yetcs-lg1212.1824Microsoft Research412 citesDec 8, 2012
- DecStaged Mixture Modelling and Boostingno summary yetcs-lg1301.0586Microsoft Research16 citesDec 12, 2012
- DecAn MDP-based Recommender Systemno summary yetcs-lg1301.0600Microsoft Research101 citesDec 12, 2012
- NovExtension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Lossesno summary yetcs-lg1211.0210Microsoft Research8 citesNov 1, 2012
- NovActive and passive learning of linear separators under log-concave distributionsno summary yetcs-lg1211.1082Microsoft Research17 citesNov 6, 2012
- NovDistributed Non-Stochastic Expertsno summary yetcs-lg1211.3212Microsoft Research14 citesNov 14, 2012
- OctVariational Dual-Tree Framework for Large-Scale Transition Matrix Approximationno summary yetcs-lg1210.4846Microsoft Research2 citesOct 16, 2012
- OctSample-efficient Nonstationary Policy Evaluation for Contextual Banditsno summary yetcs-lg1210.4862Microsoft Research3 citesOct 16, 2012
- OctLatent Structured Rankingno summary yetcs-lg1210.4914Google Research1 citesOct 16, 2012
- OctBayesian Hierarchical Mixtures of Expertsno summary yetcs-lg1212.2447Microsoft Research123 citesOct 19, 2012
- OctLarge-Sample Learning of Bayesian Networks is NP-Hardno summary yetcs-lg1212.2468Microsoft Research154 citesOct 19, 2012
- OctMarkov Random Walk Representations with Continuous Distributionsno summary yetcs-lg1212.2510Microsoft Research1 citesOct 19, 2012
- SepRegret Bounds for Restless Markov Banditsno summary yetcs-lg1209.2693Microsoft Research33 citesSep 12, 2012
- SepMulti-track Map Matchingno summary yetcs-lg1209.2759Microsoft Research3 citesSep 13, 2012
- SepFurther Optimal Regret Bounds for Thompson Samplingno summary yetcs-lg1209.3353Microsoft Research304 citesSep 15, 2012
- AugEfficient Active Learning of Halfspaces: an Aggressive Approachno summary yetcs-lg1208.3561Microsoft Research8 citesAug 17, 2012
- JunTrueLabel + Confusions: A Spectrum of Probabilistic Models in Analyzing Multiple Ratingsno summary yetcs-lg1206.4606Microsoft Research27 citesJun 18, 2012
- JunCompact Hyperplane Hashing with Bilinear Functionsno summary yetcs-lg1206.4618Google Research59 citesJun 18, 2012
- JunImproved Information Gain Estimates for Decision Tree Inductionno summary yetcs-lg1206.4620Microsoft Research43 citesJun 18, 2012
- JunAdaptive Regularization for Weight Matricesno summary yetcs-lg1206.4639Google Research9 citesJun 18, 2012
- JunFast Prediction of New Feature Utilityno summary yetcs-lg1206.4680Microsoft Research3 citesJun 18, 2012
- JunOn Discarding, Caching, and Recalling Samples in Active Learningno summary yetcs-lg1206.5274Microsoft Research13 citesJun 20, 2012
- JunLearning mixtures of spherical Gaussians: moment methods and spectral decompositionsno summary yetcs-lg1206.5766Microsoft Research21 citesJun 25, 2012
- JunHow To Grade a Test Without Knowing the Answers --- A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testingno summary yetcs-lg1206.6386Microsoft Research113 citesJun 27, 2012
- JunOnline Bandit Learning against an Adaptive Adversary: from Regret to Policy Regretno summary yetcs-lg1206.6400Microsoft Research88 citesJun 27, 2012
- JunOn the Difficulty of Nearest Neighbor Searchno summary yetcs-lg1206.6411Google Research35 citesJun 27, 2012
- JunVariational Inference in Non-negative Factorial Hidden Markov Models for Efficient Audio Source Separationno summary yetcs-lg1206.6468Adobe19 citesJun 27, 2012
- MayVirtual Vector Machine for Bayesian Online Classificationno summary yetcs-lg1205.2623Microsoft Research12 citesMay 9, 2012
- MayMultiple Source Adaptation and the Renyi Divergenceno summary yetcs-lg1205.2628Google Research73 citesMay 9, 2012
- MayL2 Regularization for Learning Kernelsno summary yetcs-lg1205.2653Google Research363 citesMay 9, 2012
- MayNew Analysis and Algorithm for Learning with Drifting Distributionsno summary yetcs-lg1205.4343Google Research5 citesMay 19, 2012
- MayMulticlass Learning Approaches: A Theoretical Comparison with Implicationsno summary yetcs-lg1205.6432Microsoft Research15 citesMay 29, 2012
- AprA Spectral Algorithm for Latent Dirichlet Allocationno summary yetcs-lg1204.6703Microsoft Research17 citesApr 30, 2012
- MarAlgorithms for Learning Kernels Based on Centered Alignmentno summary yetcs-lg1203.0550Google Research394 citesMar 2, 2012
- MarOn the Necessity of Irrelevant Variablesno summary yetcs-lg1203.2557Google Research0 citesMar 12, 2012
- MarApproximating Higher-Order Distances Using Random Projectionsno summary yetcs-lg1203.3492Microsoft Research6 citesMar 15, 2012
- MarParallel Matrix Factorization for Binary Responseno summary yetcs-lg1203.5124LinkedIn0 citesMar 22, 2012
- Mar$k$-MLE: A fast algorithm for learning statistical mixture modelsno summary yetcs-lg1203.5181Sony34 citesMar 23, 2012
- FebTowards minimax policies for online linear optimization with bandit feedbackno summary yetcs-lg1202.3079Microsoft Research55 citesFeb 14, 2012
- FebSemi-supervised Learning with Density Based Distancesno summary yetcs-lg1202.3702Google Research10 citesFeb 14, 2012
- FebEnsembles of Kernel Predictorsno summary yetcs-lg1202.3712Google Research5 citesFeb 14, 2012
- FebEfficient Probabilistic Inference with Partial Ranking Queriesno summary yetcs-lg1202.3734Microsoft Research6 citesFeb 14, 2012
- FebThe best of both worlds: stochastic and adversarial banditsno summary yetcs-lg1202.4473Microsoft Research132 citesFeb 20, 2012
2011
8- DecSimilarity-based Learning via Data Driven Embeddingsno summary yetcs-lg1112.5404Microsoft Research22 citesDec 22, 2011
- OctA Reliable Effective Terascale Linear Learning Systemno summary yetcs-lg1110.4198Microsoft Research243 citesOct 19, 2011
- JulMulti-Instance Learning with Any Hypothesis Classno summary yetcs-lg1107.2021Microsoft Research22 citesJul 11, 2011
- JunUsing More Data to Speed-up Training Timeno summary yetcs-lg1106.1216Microsoft Research5 citesJun 6, 2011
- JunLarge-Scale Convex Minimization with a Low-Rank Constraintno summary yetcs-lg1106.1622Microsoft Research94 citesJun 8, 2011
- JunEfficient Transductive Online Learning via Randomized Roundingno summary yetcs-lg1106.2429Microsoft Research1 citesJun 13, 2011
- JunBetter Mini-Batch Algorithms via Accelerated Gradient Methodsno summary yetcs-lg1106.4574Microsoft Research150 citesJun 22, 2011
- MarNatural Language Processing (almost) from Scratchno summary yetcs-lg1103.0398Google Research5,182 citesMar 2, 2011
2010
7- DecOptimal Distributed Online Prediction using Mini-Batchesno summary yetcs-lg1012.1367Microsoft Research563 citesDec 7, 2010
- JulQuery Strategies for Evading Convex-Inducing Classifiersno summary yetcs-lg1007.0484Microsoft Research3 citesJul 3, 2010
- JulAdapting to the Shifting Intent of Search Queriesno summary yetcs-lg1007.3799Microsoft Research3 citesJul 22, 2010
- MayRanked bandits in metric spaces: learning optimally diverse rankings over large document collectionsno summary yetcs-lg1005.5197Microsoft Research42 citesMay 28, 2010
- FebOn the Stability of Empirical Risk Minimization in the Presence of Multiple Risk Minimizersno summary yetcs-lg1002.2044Microsoft Research0 citesFeb 10, 2010
- FebAdaptive Bound Optimization for Online Convex Optimizationno summary yetcs-lg1002.4908Google Research141 citesFeb 26, 2010
- FebLearning from Logged Implicit Exploration Datano summary yetcs-lg1003.0120Meta / FAIR108 citesFeb 27, 2010
2009
5- DecGaussian Process Optimization in the Bandit Setting: No Regret and Experimental Designno summary yetcs-lg0912.3995Microsoft Research956 citesDec 21, 2009
- NovA Geometric Approach to Sample Compressionno summary yetcs-lg0911.3633Microsoft Research33 citesNov 18, 2009
- NovLearning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learningno summary yetcs-lg0911.5708Microsoft Research51 citesNov 30, 2009
- OctRegularization Techniques for Learning with Matricesno summary yetcs-lg0910.0610Microsoft Research4 citesOct 4, 2009
- OctReduced-Rank Hidden Markov Modelsno summary yetcs-lg0910.0902Google Research106 citesOct 6, 2009