Uniform approximation of common Gaussian process kernels using equispaced Fourier grids

Alex Barnett, Philip Greengard, Manas Rachh

The high efficiency of a recently proposed method for computing with Gaussian processes relies on expanding a (translationally invariant) covariance kernel into complex exponential…