Mathematics & Optimization

Thompson Sampling with Less Exploration is Fast and Optimal ICML 2023 Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance NeurIPS 2023 TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization ICLR 2023 Ties in Multiwinner Approval Voting IJCAI 2023 Tight Certification of Adversarially Trained Neural Networks via Nonconvex Low-Rank Semidefinite Relaxations ICML 2023 Tighter Analysis for ProxSkip ICML 2023 Tighter Information-Theoretic Generalization Bounds from Supersamples ICML 2023 Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond ICML 2023 Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty AISTATS 2023 Tighter Robust Upper Bounds for Options via No-Regret Learning AAAI 2023 Tight Inapproximability for Graphical Games AAAI 2023 Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023 Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value NeurIPS 2023 Time-uniform confidence bands for the CDF under nonstationarity NeurIPS 2023 Tokenization and the Noiseless Channel ACL 2023 Top-k data selection via distributed sample quantile inference L4DC 2023 Toplogical Data Analysis Detects and Classifies Sunspots (Student Abstract) AAAI 2023 Topological Data Analysis for Speech Processing Interspeech 2023 Topological Distance Games AAAI 2023 Topological Obstructions and How to Avoid Them NeurIPS 2023 Topological Parallax: A Geometric Specification for Deep Perception Models NeurIPS 2023 Topological Planning with Post-unique and Unary Actions IJCAI 2023 Topological Singularity Detection at Multiple Scales ICML 2023 TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection AAAI 2023 Tournament Fixing Parameterized by Feedback Vertex Set Number Is FPT AAAI 2023