combinatorial semi-bandit

Adversarial Combinatorial Semi-bandits with Graph Feedback ICML 2025 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs JMLR 2025 Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits NeurIPS 2024 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs COLT 2023 Bandit Task Assignment with Unknown Processing Time NeurIPS 2023 Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NeurIPS 2023 Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits AISTATS 2023 Incentivizing Exploration with Linear Contexts and Combinatorial Actions ICML 2023 Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023 A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits AISTATS 2022 Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms NeurIPS 2022 Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022 Asymptotically Optimal Strategies For Combinatorial Semi-Bandits in Polynomial Time ALT 2021 Bandits with Knapsacks beyond the Worst Case NeurIPS 2021 Combinatorial semi-bandit in the non-stationary environment UAI 2021 Experimental Design for Regret Minimization in Linear Bandits AISTATS 2021 Hybrid Regret Bounds for Combinatorial Semi-Bandits and Adversarial Linear Bandits NeurIPS 2021 On the Suboptimality of Thompson Sampling in High Dimensions NeurIPS 2021 Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits NeurIPS 2021 A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits AAAI 2020 Covariance-adapting algorithm for semi-bandits with application to sparse outcomes COLT 2020 (Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020 Blocking Bandits NeurIPS 2019 Exploiting structure of uncertainty for efficient matroid semi-bandits ICML 2019 More Adaptive Algorithms for Adversarial Bandits COLT 2018