Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes

Louis C. Tiao, Vincent Dutordoir, Victor Picheny

Abstract: Despite their many desirable properties, Gaussian processes (GPs) are often compared unfavorably to deep neural networks (NNs) for lacking the ability to learn representations. Recent efforts to br...