Surrogate modeling for Bayesian optimization beyond a single Gaussian process

Qin Lu, Konstantinos D. Polyzos, Bingcong Li +1

Bayesian optimization (BO) has well-documented merits for optimizing black-box functions with an expensive evaluation cost. Such functions emerge in applications as diverse as hype…