High Dimensional Bayesian Optimization with Elastic Gaussian Process

Santu Rana, Cheng Li, Sunil Kumar Gupta, Vu Nguyen, Svetha Venkatesh

Abstract: Bayesian optimization is an efficient way to optimize expensive black-box functions such as designing a new product with highest quality or hyperparameter tuning of a machine learning algorithm. Ho...