Orthogonally Decoupled Variational Fourier Features

Dario Azzimonti, Manuel Schürch, Alessio Benavoli +1

Sparse inducing points have long been a standard method to fit Gaussian processes to big data. In the last few years, spectral methods that exploit approximations of the covariance…