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Hong-Yu Chen

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#machine learning Preprint Sep 2026

Collaborative Principle Evolution via Evidence Transfer for Scientific Discovery

COEVOLVE enables branches to collaborate through shared measurements while keeping their principle posteriors separate, and establishes when evidence sharing accelerates parallel discovery and when transfer safeguards are necessary to limit negative or inert transfers.

Ying-Ming Pu, Hong-Yu Chen, Tao Lin · 0 citations