Online Algorithms

List Online Classification COLT 2023 Minimalistic Predictions to Schedule Jobs with Online Precedence Constraints ICML 2023 Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits IJCAI 2023 Multi-Objective Online Learning ICLR 2023 Multiplier Bootstrap-based Exploration ICML 2023 Multi-task Representation Learning for Pure Exploration in Bilinear Bandits NeurIPS 2023 Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression ICML 2023 Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests ICML 2023 Near-Optimal k-Clustering in the Sliding Window Model NeurIPS 2023 Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints ICML 2023 Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback ICML 2023 Nonstochastic Contextual Combinatorial Bandits AISTATS 2023 No-Regret Learning in Two-Echelon Supply Chain with Unknown Demand Distribution AISTATS 2023 No-Regret Learning with Unbounded Losses: The Case of Logarithmic Pooling NeurIPS 2023 No-Regret Online Prediction with Strategic Experts NeurIPS 2023 No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions NeurIPS 2023 On Accelerated Perceptrons and Beyond ICLR 2023 One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits AISTATS 2023 OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling NeurIPS 2023 Online Convex Optimization with Unbounded Memory NeurIPS 2023 Online Corrupted User Detection and Regret Minimization NeurIPS 2023 Online Hyperparameter Optimization for Class-Incremental Learning AAAI 2023 Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback AISTATS 2023 Online Learning for Traffic Navigation in Congested Networks ALT 2023 Online Learning for Traffic Routing under Unknown Preferences AISTATS 2023