Maximally Robust Satisficing Bayesian Optimization

Samuli Kinnunen, Petrus Mikkola, Antti Niskanen +1

Many design tasks can be cast as black-box function optimization, enabling use of Bayesian optimization to find an ideal design with minimal number of trials. However, often we do…