A new integral loss function for Bayesian optimization

Emmanuel Vazquez, Julien Bect

We consider the problem of maximizing a real-valued continuous function $f$ using a Bayesian approach. Since the early work of Jonas Mockus and Antanas Žilinskas in the 70's, the p…