Time-varying Gaussian Process Bandit Optimization with Non-constant Evaluation Time

Hideaki Imamura, Nontawat Charoenphakdee, Futoshi Futami +3

The Gaussian process bandit is a problem in which we want to find a maximizer of a black-box function with the minimum number of function evaluations. If the black-box function var…