multi-armed bandit

Asymptotically Optimal Problem-Dependent Bandit Policies for Transfer Learning ACML 2025 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs JMLR 2025 Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems IJCAI 2025 Bandit Learning in Matching Markets with Indifference ICLR 2025 Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025 Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms ICLR 2025 Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration ICLR 2025 ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs EMNLP 2025 Contextual Bandits with Stage-wise Constraints JMLR 2025 Cost-Aware Optimal Pairwise Pure Exploration AISTATS 2025 Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025 Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits AISTATS 2025 Delay as Payoff in MAB AAAI 2025 Efficient Graph Bandit Learning with Side-Observations and Switching Constraints AAAI 2025 EFFICIENT JAILBREAK ATTACK SEQUENCES ON LARGE LANGUAGE MODELS VIA MULTI-ARMED BANDIT-BASED CONTEXT SWITCHING ICLR 2025 Efficient Top-m Data Values Identification for Data Selection ICLR 2025 FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025 Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment ICLR 2025 Fixed-Budget Change Point Identification in Piecewise Constant Bandits AISTATS 2025 HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search AISTATS 2025 Heterogeneous Multi-Agent Bandits with Parsimonious Hints AAAI 2025 Imprecise Multi-Armed Bandits: Representing Irreducible Uncertainty as a Zero-Sum Game JMLR 2025 In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025 Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible? AISTATS 2025 Lexicographic Lipschitz Bandits: New Algorithms and a Lower Bound JMLR 2025