Sequential Inference for Deep Gaussian Process

Yali Wang, Marcus A. Brubaker, Brahim Chaib-draa, Raquel Urtasun

Abstract: A deep Gaussian process (DGP) is a deep network in which each layer is modelled with a Gaussian process (GP). It is a flexible model that can capture highly-nonlinear functions for complex data set...