Competitive multi-task Bayesian optimization with an application in hyperparameter tuning of additive manufacturing

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Songhao Wang, Weiming Ou, Zhihao Liu, Bo Du, Rui Wang

Published: 2025, Last Modified: 16 May 2025Expert Syst. Appl. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Propose an algorithm for hyperparameter tuning in competitive black-box optimization.•Provide theoretical analysis showing regret bound.•Apply the algorithm in problems from additive manufacturing and several other areas