Thin and Deep Gaussian Processes

Daniel Augusto de Souza, Alexander Nikitin, ST John +6

Gaussian processes (GPs) can provide a principled approach to uncertainty quantification with easy-to-interpret kernel hyperparameters, such as the lengthscale, which controls the…