Incorporating Expert Prior in Bayesian Optimisation via Space Warping

Anil Ramachandran, Sunil Gupta, Santu Rana +2

Bayesian optimisation is a well-known sample-efficient method for the optimisation of expensive black-box functions. However when dealing with big search spaces the algorithm goes…