A Surrogate Modeling Journey through Gaussian Processes Modeling for Computer Simulation Experiments
Robert Gramacy
Professor of Statistics, Virginia Tech
Abstract: This talk begins with an overview of Gaussian process (GP) surrogate modeling, and my favorite application: active learning for the (Bayesian) optimization of a…