Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization

Antonio Candelieri, Ilaria Giordani, Riccardo Perego +1

Bayesian Optimization has become the reference method for the global optimization of black box, expensive and possibly noisy functions. Bayesian Op-timization learns a probabilisti…