RIKEN AIP, Tokyo, Japan; MI-6 Ltd., Tokyo, Japan
Shogo Iwazaki, Shion Takeno, Tomohiko Tanabe, Mitsuru Irie
Gaussian process optimization;regret analysis;black-box optimization;Bayesian optimization
Failure-Aware Gaussian Process Optimization with Regret Bounds