Variational Nearest Neighbor Gaussian Process

Luhuan Wu, Geoff Pleiss, John Cunningham

Variational approximations to Gaussian processes (GPs) typically use a small set of inducing points to form a low-rank approximation to the covariance matrix. In this work, we inst…