Bayesian Optimization Augmented with Actively Elicited Expert Knowledge

Daolang Huang, Louis Filstroff, Petrus Mikkola +2

Bayesian optimization (BO) is a well-established method to optimize black-box functions whose direct evaluations are costly. In this paper, we tackle the problem of incorporating e…