"parameter-free learning" Papers

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uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs

Yu Chen, Jiatai Huang, Yan Dai et al.

ICLR 2025arXiv:2410.03284
6
citations

Prodigy: An Expeditiously Adaptive Parameter-Free Learner

Konstantin Mishchenko, Aaron Defazio

ICML 2024arXiv:2306.06101
113
citations