Inverse-Free Sparse Variational Gaussian Processes

Stefano Cortinovis, Laurence Aitchison, Stefanos Eleftheriadis +1

Gaussian processes (GPs) offer appealing properties but are costly to train at scale. Sparse variational GP (SVGP) approximations reduce cost yet still rely on Cholesky decompositi…