Integrated Variational Fourier Features for Fast Spatial Modelling with Gaussian Processes

Talay M Cheema, Carl Edward Rasmussen

Sparse variational approximations are popular methods for scaling up inference and learning in Gaussian processes to larger datasets. For $N$ training points, exact inference has $…