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Regular Fourier Features for Nonstationary Gaussian Processes

Jawaid, Arsalan et al.
arXiv (All) · Papers
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Simulating a Gaussian process requires sampling from a high-dimensional Gaussian distribution, which scales cubically with the number of sample locations. Spectral methods address this challenge by exploiting the Fourier representation and treating the spectral density as a probability distribution
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