Spotlight "regret bounds" Papers

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Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback

Orin Levy, Liad Erez, Alon Peled-Cohen et al.

NeurIPS 2025spotlightarXiv:2510.09127

Leveraging (Biased) Information: Multi-armed Bandits with Offline Data

Wang Chi Cheung, Lixing Lyu

ICML 2024spotlight