Fast Spatial Modelling with Integrated Variational Fourier Features for Gaussian Processes

Integrated Variational Fourier Features (IFF) provide a computationally efficient approach for scaling up Gaussian process regression to large spatial datasets, with theoretical guarantees on the quality of the approximation.