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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Zi-Kai Xie

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#artificial intelligence Preprint Sep 2026

Adapting Nonstationary Multi-output Gaussian Processes to Bayesian Optimization

Multi-objective Bayesian optimization (MOBO) commonly relies on independent Gaussian processes (GPs) with stationary kernels, limiting its ability to represent nonstationary structure and share information between objectives. However, expressive nonstationary GPs do not necessarily make reliable BO decisions. We study...

Zi-Kai Xie · 0 citations

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