Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration

Julian Rodemann, Federico Croppi, Philipp Arens +7

Bayesian optimization (BO) with Gaussian processes (GP) has become an indispensable algorithm for black box optimization problems. Not without a dash of irony, BO is often consider…