Random Postprocessing for Combinatorial Bayesian Optimization

Keisuke Morita, Yoshihiko Nishikawa, Masayuki Ohzeki

Model-based sequential approaches to discrete "black-box" optimization, including Bayesian optimization techniques, often access the same points multiple times for a given objectiv…