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Function-on-Function Bayesian Optimization

Published in ArXiv.org • Nov 16, 2025
Authors:
Jiejun Huang
,
Haifeng Xu
,
Mingda Jiang

Abstract

Bayesian optimization (BO) has been widely used to optimize expensive and gradient-free objective functions across various domains. However, existing BO methods have not addressed the objective where both inputs and outputs are functions, which increasingly arise in complex systems as advanced sensi...

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