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Song-Hao Wang

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#machine learning Preprint Sep 2026

GUIDE-FBO: Guidance via Uncertainty Intervention and Distributional Exchange for Federated Bayesian Optimization

GUIDE-FBO is proposed, in which agents exchange compact distributions over the locations of their respective optima inferred from local Gaussian process (GP) posteriors, rather than raw observations, query points, or surrogate parameters, and remains effective across settings ranging from homogeneous to severely hetero...

Jing Wei, Chen-Xi Li, Song-Hao Wang · 0 citations

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