A Fully Bayesian Gradient-Free Supervised Dimension Reduction Method using Gaussian Processes

Raphael Gautier, Piyush Pandita, Sayan Ghosh +1

Modern day engineering problems are ubiquitously characterized by sophisticated computer codes that map parameters or inputs to an underlying physical process. In other situations,…