Doubly Stochastic Variational Inference for Deep Gaussian Processes

Hugh Salimbeni, Marc Deisenroth

Gaussian processes (GPs) are a good choice for function approximation as they are flexible, robust to over-fitting, and provide well-calibrated predictive uncertainty. Deep Gaussia…