A Tutorial on Sparse Gaussian Processes and Variational Inference

Felix Leibfried, Vincent Dutordoir, ST John +1

Gaussian processes (GPs) provide a framework for Bayesian inference that can offer principled uncertainty estimates for a large range of problems. For example, if we consider regre…