Taking the GP Out of the Loop

arXiv:2506.12818v3 Announce Type: replace-cross Abstract: Bayesian optimization (BO) has traditionally solved black-box problems where function evaluation is expensive and, therefore, observations are few. Recently, however, there has been growing interest in applying BO to problems where function...