most citedPI is back! Switching Acquisition Functions in Bayesian Optimization

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cs.NE2020

High Dimensional Bayesian Optimization Assisted by Principal Component Analysis

Elena Raponi, Hao Wang, Mariusz Bujny +2

Bayesian Optimization (BO) is a surrogate-assisted global optimization technique that has been successfully applied in various fields, e.g., automated machine learning and design o…