A survey on high-dimensional Gaussian process modeling with application to Bayesian optimization

Mickael Binois, Nathan Wycoff

Bayesian Optimization, the application of Bayesian function approximation to finding optima of expensive functions, has exploded in popularity in recent years. In particular, much…