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9 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online algorithm (445) stochastic bandit (98) adversarial bandit (59) online learning (1777) bandits (1) upper confidence bound (197) regret guarantee (8) contextual bandit (381)

Papers

Stochastic contextual bandits with graph feedback: from independence number to MAS number NIPS 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
Understanding Bandits with Graph Feedback NIPS 2021
Stochastic Graphical Bandits with Adversarial Corruptions AAAI 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 NIPS 2011