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Yun-Long Hou

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#machine learning Preprint Oct 2026

Bayesian Fixed-Confidence Best-Arm Identification with Abstention

The Bayesian fixed-confidence best-arm identification problem in which a learner can abstain from making a terminal recommendation is studied and Screen-and-Confirm (S&C) is proposed and its expected stopping time is analyzed.

Yu-Qi Huang, Yun-Long Hou, Vincent Y. F. Tan · 0 citations

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