Deep Gaussian Processes with Convolutional Kernels

Vinayak Kumar, Vaibhav Singh, P. K. Srijith +1

Deep Gaussian processes (DGPs) provide a Bayesian non-parametric alternative to standard parametric deep learning models. A DGP is formed by stacking multiple GPs resulting in a we…