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Yun-Fan Zhang

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#artificial intelligence Preprint Sep 2026

Adaptive Self-Consistency: From Black-Box Sampling to Distribution-Valued Feedback

This work describes the asymptotic stopping rate of mode identification with distribution-valued observations exactly and proposes the ASC-D algorithm, a betting stopping rule that attains this asymptotic stopping rate.

Jing-Kai Huang, Yun-Fan Zhang, Will Ma et al. · 0 citations