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Zhi-Xuan Gao

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#machine learning Preprint Sep 2026

Agentic High-Dimensional Bayesian Optimization with Hypothesis- and Evidence-Guided Search

HerA, a Hypothesis- and Evidence-guided Research Agent that uses task context, optimization feedback, and structural diagnostics to revise search hypotheses, select and configure HDBO strategies, and determine their execution length, is introduced.

Zhi-Xuan Gao, Ke Xue, Rong-Xi Tan et al. · 0 citations