Orthogonally Decoupled Variational Gaussian Processes

Hugh Salimbeni, Ching-An Cheng, Byron Boots, Marc Deisenroth

Neural Information Processing Systems 

Gaussian processes (GPs) provide a powerful non-parametric framework for reasoning over functions.