Scalable Bayesian Transformed Gaussian Processes

Xinran Zhu, Leo Huang, Cameron Ibrahim +2

The Bayesian transformed Gaussian process (BTG) model, proposed by Kedem and Oliviera, is a fully Bayesian counterpart to the warped Gaussian process (WGP) and marginalizes out a j…