Robust Bayesian Optimization with Q-Exponential Surrogates

Richard Cornelius Suwandi, Zhidi Lin, Feng Yin +1

Bayesian optimization (BO) is a widely used framework for optimizing expensive black-box objectives, but standard BO methods often use Gaussian process (GP) surrogates whose Gaussi…