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20232026
most citedPALM: Predicting Actions through Language Models

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cs.LG2026

A Jointly Efficient and Near-Optimal Algorithm for Heteroskedastic Generalized Linear Bandits with Adversarial Corruptions

Sanghwa Kim, Junghyun Lee, Se-Young Yun

We consider heteroskedastic generalized linear bandits (GLBs) with adversarial corruptions and propose \texttt{HCW-GLB-OMD}, a simple algorithm that combines an online mirror desce…