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Theory

4,950 papers

Papers per year

Papers

Defects of Convolutional Decoder Networks in Frequency Representation ICML 2023
Survival Instinct in Offline Reinforcement Learning NIPS 2023
Benchmarking Rigid Body Contact Models L4DC 2023
Can We Find Strong Lottery Tickets in Generative Models? AAAI 2023
Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds NIPS 2023
The Numerical Stability of Hyperbolic Representation Learning ICML 2023
On the spectral bias of two-layer linear networks NIPS 2023
A Unified View of Evaluation Metrics for Structured Prediction EMNLP 2023
An Experimental Comparison of Multiwinner Voting Rules on Approval Elections IJCAI 2023
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective NIPS 2023
Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL NIPS 2023
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks NIPS 2023
Improved Kernel Alignment Regret Bound for Online Kernel Learning AAAI 2023
Complexity of Safety and coSafety Fragments of Linear Temporal Logic AAAI 2023
PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization NIPS 2023
AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis NIPS 2023
On the Limitations of Simulating Active Learning ACL 2023
A Randomized Approach to Tight Privacy Accounting NIPS 2023
Comprehensive Algorithm Portfolio Evaluation using Item Response Theory JMLR 2023
Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023
A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes NIPS 2023
Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes ICML 2023
On the Convergence of SARSA with Linear Function Approximation ICML 2023
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars NIPS 2023
On the Variance, Admissibility, and Stability of Empirical Risk Minimization NIPS 2023