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…