online learning

Optimal Arms Identification with Knapsacks ICML 2023 Optimal Learners for Realizable Regression: PAC Learning and Online Learning NeurIPS 2023 Optimal No-Regret Learning for One-Sided Lipschitz Functions ICML 2023 Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits ICML 2023 Optimal Prediction Using Expert Advice and Randomized Littlestone Dimension COLT 2023 Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion ICML 2023 Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition AISTATS 2023 Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion ICML 2023 Optimistic Whittle Index Policy: Online Learning for Restless Bandits AAAI 2023 Overcoming Prior Misspecification in Online Learning to Rank AISTATS 2023 Partial Matrix Completion NeurIPS 2023 PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023 Planning for Learning Object Properties AAAI 2023 Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NeurIPS 2023 Posterior sampling-based online learning for the stochastic shortest path model UAI 2023 Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023 PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023 Real-Time Evaluation in Online Continual Learning: A New Hope CVPR 2023 Real-time variational method for learning neural trajectory and its dynamics ICLR 2023 RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics NSDI 2023 Regret Matching+: (In)Stability and Fast Convergence in Games NeurIPS 2023 Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Interspeech 2023 Repeated Bilateral Trade Against a Smoothed Adversary COLT 2023 Riemannian Projection-free Online Learning NeurIPS 2023 Risk-aware linear bandits with convex loss AISTATS 2023