Uniform approximation of common Gaussian process kernels using equispaced Fourier grids

18 May 2023

Papers citing "Uniform approximation of common Gaussian process kernels using equispaced Fourier grids"

5 / 5 papers shown

Title
Gaussian process regression with log-linear scaling for common non-stationary kernels P. M. Kielstra Michael Lindsey GP 54 1 0 04 Jul 2024
Fast Adaptive Fourier Integration for Spectral Densities of Gaussian Processes Paul G. Beckman Christopher J. Geoga 23 1 0 29 Apr 2024
Equispaced Fourier representations for efficient Gaussian process regression from a billion data points P. Greengard M. Rachh A. Barnett 16 11 0 18 Oct 2022
Posterior and Computational Uncertainty in Gaussian Processes Jonathan Wenger Geoff Pleiss Marvin Pfortner Philipp Hennig John P. Cunningham 72 19 0 30 May 2022
Efficient Fourier representations of families of Gaussian processes P. Greengard 38 3 0 28 Sep 2021