Regular Fourier Features for Nonstationary Gaussian Processes

Arsalan Jawaid, Abdullah Karatas, Jörg Seewig

Simulating a Gaussian process requires sampling from a high-dimensional Gaussian distribution, which scales cubically with the number of sample locations. Spectral methods address…