Bayesian Optimization with Tree-structured Dependencies

Rodolphe Jenatton, Cédric Archambeau, Javier González, Matthias W. Seeger

Abstract: Bayesian optimization has been successfully used to optimize complex black-box functions whose evaluations are expensive. In many applications, like in deep learning and predictive analytics, the o...