Corruption-Robust Variance-aware Algorithms for Generalized Linear Bandits under Heavy-tailed Rewards

Qingyuan Yu, Euijin Baek, Xiang Li, Qiang Sun. Corruption-Robust Variance-aware Algorithms for Generalized Linear Bandits under Heavy-tailed Rewards. In Silvia Chiappa, Sara Magliacane, editors, Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. Volume 286 of Proceedings of Machine Learning Research, pages 4826-4843, PMLR, 2025. [doi]

Authors

Qingyuan Yu

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Euijin Baek

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Xiang Li

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Qiang Sun

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