Deep Transformed Gaussian Processes

Francisco Javier Sáez-Maldonado, Juan Maroñas, Daniel Hernández-Lobato

Transformed Gaussian Processes (TGPs) are stochastic processes specified by transforming samples from the joint distribution from a prior process (typically a GP) using an invertib…