stochastic bandit

Adaptation to the Range in K-Armed Bandits JMLR 2023 Adversarial Attacks on Online Learning to Rank with Click Feedback NeurIPS 2023 A Second-Order Method for Stochastic Bandit Convex Optimisation COLT 2023 Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms COLT 2023 Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023 Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits NeurIPS 2023 Follow-ups Also Matter: Improving Contextual Bandits via Post-serving Contexts NeurIPS 2023 On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm ICML 2023 Replicable Bandits ICLR 2023 Stability-penalty-adaptive follow-the-regularized-leader: Sparsity, game-dependency, and best-of-both-worlds NeurIPS 2023 Stochastic Graphical Bandits with Heavy-Tailed Rewards UAI 2023 VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback JMLR 2023 Vector Optimization with Stochastic Bandit Feedback AISTATS 2023 A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints AISTATS 2022 A Simple Unified Framework for High Dimensional Bandit Problems ICML 2022 A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022 Breaking the √T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits ICML 2022 CVaR-Regret Bounds for Multi-armed Bandits ACML 2022 KL-UCB-Switch: Optimal Regret Bounds for Stochastic Bandits from Both a Distribution-Dependent and a Distribution-Free Viewpoints JMLR 2022 Multi-Fidelity Best-Arm Identification NeurIPS 2022 Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms ICML 2022 Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits UAI 2022 Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification AAAI 2022 Shuffle Private Linear Contextual Bandits ICML 2022 Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022