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regret bound (9) multi-armed bandit (7) online algorithm (3) stochastic bandit (3) upper confidence bound (2) independence number (2) adversarial bandit (2) online learning (2) thompson sampling (1) adversarial online learning (1)

Papers

Adversarial Combinatorial Semi-bandits with Graph Feedback ICML 2025 Graph Feedback Bandits with Similar Arms UAI 2024 On Interpolating Experts and Multi-Armed Bandits ICML 2024 Stochastic contextual bandits with graph feedback: from independence number to MAS number NeurIPS 2024 Stochastic Graphical Bandits with Heavy-Tailed Rewards UAI 2023 Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022 Stochastic Bandits with Graph Feedback in Non-Stationary Environments AAAI 2021 Stochastic Graphical Bandits with Adversarial Corruptions AAAI 2021 Understanding Bandits with Graph Feedback NeurIPS 2021 A Closer Look at Small-loss Bounds for Bandits with Graph Feedback COLT 2020 Feedback graph regret bounds for Thompson Sampling and UCB ALT 2020 From Bandits to Experts: On the Value of Side-Observations NeurIPS 2011