Preferential Bayesian Optimization

Javier González, Zhenwen Dai, Andreas C. Damianou, Neil D. Lawrence

Abstract: Bayesian optimization (BO) has emerged during the last few years as an effective approach to optimize black-box functions where direct queries of the objective are expensive. We consider the case w...