Function-on-Function Bayesian Optimization
Published in Underline Science Inc. • Jan 7, 2026
Authors:,,
Association for Artificial Intelligence 2026
Jingru Huang
Manrui 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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