Theory

A State-Vector Framework for Dataset Effects EMNLP 2023 A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning AISTATS 2023 A Symbolic Approach to Computing Disjunctive Association Rules from Data IJCAI 2023 A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes NeurIPS 2023 A Theoretical Analysis of the Learning Dynamics under Class Imbalance ICML 2023 A Theory of Dynamic Benchmarks ICLR 2023 A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs NeurIPS 2023 A Toy Model of Universality: Reverse Engineering how Networks Learn Group Operations ICML 2023 Attribution-based Explanations that Provide Recourse Cannot be Robust JMLR 2023 A Two-Sided Discussion of Preregistration of NLP Research EACL 2023 A Unified Framework for Robustness on Diverse Sampling Errors ICCV 2023 A Unified Model and Dimension for Interactive Estimation NeurIPS 2023 A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds JMLR 2023 A Unified View of Evaluation Metrics for Structured Prediction EMNLP 2023 A Unifying Formal Approach to Importance Values in Boolean Functions IJCAI 2023 A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning NeurIPS 2023 Automata Cascades: Expressivity and Sample Complexity AAAI 2023 Automated Reachability Analysis of Neural Network-Controlled Systems via Adaptive Polytopes L4DC 2023 Average Token Delay: A Latency Metric for Simultaneous Translation Interspeech 2023 Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors EMNLP 2023 Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023 BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes ICCV 2023 Bayesian Optimization with Switching Cost: Regret Analysis and Lookahead Variants IJCAI 2023 Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition ICLR 2023 Benchmarking Rigid Body Contact Models L4DC 2023