Multi-Armed Bandits

Combinatorial Neural Bandits ICML 2023 Combinatorial Pure Exploration of Causal Bandits ICLR 2023 Communication-Constrained Bandits under Additive Gaussian Noise ICML 2023 Competing for Shareable Arms in Multi-Player Multi-Armed Bandits ICML 2023 Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms COLT 2023 Contextual bandits with concave rewards, and an application to fair ranking ICLR 2023 Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression COLT 2023 Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023 Contextual Conservative Interleaving Bandits ICML 2023 Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback ICML 2023 Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023 Delayed Feedback in Kernel Bandits ICML 2023 Dimension Reduction in Contextual Online Learning via Nonparametric Variable Selection JMLR 2023 Distributed Differential Privacy in Multi-Armed Bandits ICLR 2023 Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023 Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits AAAI 2023 Doubly Adversarial Federated Bandits ICML 2023 Dynamical Linear Bandits ICML 2023 Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits AAAI 2023 Entropy Regularization for Population Estimation AAAI 2023 Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference AISTATS 2023 Fairness and Welfare Quantification for Regret in Multi-Armed Bandits AAAI 2023 Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023 Federated Online and Bandit Convex Optimization ICML 2023 Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NeurIPS 2023