online learning

Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NeurIPS 2023 Adapting to game trees in zero-sum imperfect information games ICML 2023 Adaptive Selective Sampling for Online Prediction with Experts NeurIPS 2023 Adversarial Resilience in Sequential Prediction via Abstention NeurIPS 2023 Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023 A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning IJCAI 2023 An Adaptive Algorithm for Learning with Unknown Distribution Drift NeurIPS 2023 A near-optimal high-probability swap-Regret upper bound for multi-agent bandits in unknown general-sum games UAI 2023 An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret AAAI 2023 An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits NeurIPS 2023 Anytime Model Selection in Linear Bandits NeurIPS 2023 A PDE approach for regret bounds under partial monitoring JMLR 2023 Attacks on Online Learners: a Teacher-Student Analysis NeurIPS 2023 Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023 Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning ICML 2023 Best-of-Three-Worlds Linear Bandit Algorithm with Variance-Adaptive Regret Bounds COLT 2023 Bicriteria Multidimensional Mechanism Design with Side Information NeurIPS 2023 Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints NeurIPS 2023 Buying Information for Stochastic Optimization ICML 2023 Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits NeurIPS 2023 Can Learning Deteriorate Control? Analyzing Computational Delays in Gaussian Process-Based Event-Triggered Online Learning L4DC 2023 Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback OSDI 2023 Combinatorial Pure Exploration of Causal Bandits ICLR 2023 Communication-Constrained Bandits under Additive Gaussian Noise ICML 2023 Competing against Adaptive Strategies in Online Learning via Hints AISTATS 2023