Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints

Yunsheng Tian; Ane Zuniga; Xinwei Zhang; Johannes P. Dürholt; Payel Das; Jie Chen; Wojciech Matusik; Mina Konakovic Lukovic

2024 ICML ICML 2024

Boundary Exploration for Bayesian Optimization With Unknown Physical Constraints

Abstract

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Authors

Yunsheng Tian, Ane Zuniga, Xinwei Zhang, Johannes P. Dürholt, Payel Das, Jie Chen, Wojciech Matusik, Mina Konakovic Lukovic

Topics

Machine Learning > Optimization & Theory > Bayesian Inference

Keywords

gaussian processes bayesian optimization neural network ensemble constraints boundary exploration

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