Heteroscedastic Treed Bayesian Optimisation

John-Alexander M. Assael, Ziyu Wang, Bobak Shahriari +1

Optimising black-box functions is important in many disciplines, such as tuning machine learning models, robotics, finance and mining exploration. Bayesian optimisation is a state-…