Online Algorithms

A PDE approach for regret bounds under partial monitoring JMLR 2023 Applied Online Algorithms with Heterogeneous Predictors ICML 2023 Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders NeurIPS 2023 Approximately Stationary Bandits with Knapsacks COLT 2023 A Quantitative Game-theoretical Study on Externalities of Long-lasting Humanitarian Relief Operations in Conflict Areas IJCAI 2023 A Second-Order Method for Stochastic Bandit Convex Optimisation COLT 2023 Asymptotically Optimal Quantile Pure Exploration for Infinite-Armed Bandits NeurIPS 2023 Asynchronous Proportional Response Dynamics: Convergence in Markets with Adversarial Scheduling NeurIPS 2023 Auditing Fairness by Betting NeurIPS 2023 Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NeurIPS 2023 Bandit Online Linear Optimization with Hints and Queries ICML 2023 Bandit problems with fidelity rewards JMLR 2023 Bandit Social Learning under Myopic Behavior NeurIPS 2023 Bandits with Knapsacks: Advice on Time-Varying Demands ICML 2023 Bandit Task Assignment with Unknown Processing Time NeurIPS 2023 Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning ICML 2023 BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023 Bayesian Active Causal Discovery with Multi-Fidelity Experiments NeurIPS 2023 Best-of-Both-Worlds Algorithms for Partial Monitoring ALT 2023 Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret L4DC 2023 Best-of-three-worlds Analysis for Linear Bandits with Follow-the-regularized-leader Algorithm COLT 2023 Best-of-Three-Worlds Linear Bandit Algorithm with Variance-Adaptive Regret Bounds COLT 2023 Beyond Performative Prediction: Open-environment Learning with Presence of Corruptions AISTATS 2023 Bicriteria Multidimensional Mechanism Design with Side Information NeurIPS 2023 Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints NeurIPS 2023