best arm identification

Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023 Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback ICML 2023 Non-Asymptotic Analysis of a UCB-based Top Two Algorithm NeurIPS 2023 On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits ALT 2023 On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence NeurIPS 2023 On the Existence of a Complexity in Fixed Budget Bandit Identification COLT 2023 On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure AAAI 2023 Optimal Arms Identification with Knapsacks ICML 2023 Thompson Exploration with Best Challenger Rule in Best Arm Identification ACML 2023 Active Learning with Safety Constraints NeurIPS 2022 A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits AISTATS 2022 A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022 Best Arm Identification with Safety Constraints AISTATS 2022 Best Heuristic Identification for Constraint Satisfaction IJCAI 2022 Choosing Answers in Epsilon-Best-Answer Identification for Linear Bandits ICML 2022 Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022 Identifying near-optimal decisions in linear-in-parameter bandit models with continuous decision sets UAI 2022 Improved Pure Exploration in Linear Bandits with No-Regret Learning IJCAI 2022 Instance-optimal PAC Algorithms for Contextual Bandits NeurIPS 2022 Interactively Learning Preference Constraints in Linear Bandits ICML 2022 Learning the Optimal Recommendation from Explorative Users AAAI 2022 Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification NeurIPS 2022 Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits NeurIPS 2022 Multi-Fidelity Best-Arm Identification NeurIPS 2022 On Elimination Strategies for Bandit Fixed-Confidence Identification NeurIPS 2022