best arm identification

Algorithm Design and Stronger Guarantees for the Improving Multi-Armed Bandits Problem UAI 2026 Best Arm Identification with Minimal Regret JMLR 2026 Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits AAAI 2026 Constrained Best Arm Identification with Tests for Feasibility AAAI 2026 Differentially Private Best-Arm Identification JMLR 2026 Fixed-Confidence Best-Arm Identification for Causal Mediation Analysis UAI 2026 On The Complexity of Best-Arm Identification in Non-Stationary Linear Bandits COLT 2026 The Role of Contextual Information in Best Arm Identification JMLR 2026 Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget UAI 2025 Best-Arm Identification in Unimodal Bandits AISTATS 2025 Best Arm Identification with Possibly Biased Offline Data UAI 2025 Experimental Design for Semiparametric Bandits COLT 2025 Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification ICML 2025 Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025 Linear Submodular Maximization with Bandit Feedback AISTATS 2025 Near Optimal Best Arm Identification for Clustered Bandits ICML 2025 On the Hardness of Bandit Learning COLT 2025 Optimal Multi-Objective Best Arm Identification with Fixed Confidence AISTATS 2025 Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits AISTATS 2025 Quantum Best Arm Identification with Quantum Oracles AAAI 2025 Risk-Averse Best Arm Set Identification with Fixed Budget and Fixed Confidence ACML 2025 A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity AISTATS 2024 Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits NeurIPS 2024 Best Arm Identification for Stochastic Rising Bandits ICML 2024 Best Arm Identification with Resource Constraints AISTATS 2024