Bayesian Optimization in a Billion Dimensions via Random Embeddings

Ziyu Wang, Frank Hutter, Masrour Zoghi +2

Bayesian optimization techniques have been successfully applied to robotics, planning, sensor placement, recommendation, advertising, intelligent user interfaces and automatic algo…