The SPDE Approach to Matérn Fields: Graph Representations

16 April 2020

Papers citing "The SPDE Approach to Matérn Fields: Graph Representations"

8 / 8 papers shown

Title
Smoothness Estimation for Whittle-Matérn Processes on Closed Riemannian Manifolds Moritz Korte-Stapff Toni Karvonen Eric Moulines 29 0 0 31 Dec 2023
Rates of Convergence for Regression with the Graph Poly-Laplacian Nicolas García Trillos Ryan W. Murray Matthew Thorpe 32 4 0 06 Sep 2022
Gaussian Whittle-Matérn fields on metric graphs David Bolin Alexandre B. Simas J. Wallin 14 24 0 12 May 2022
Non-separable Spatio-temporal Graph Kernels via SPDEs A. Nikitin S. T. John Arno Solin Samuel Kaski AI4TS 33 17 0 16 Nov 2021
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy D. Sanz-Alonso Ruiyi Yang 18 12 0 06 Sep 2021
Matérn Gaussian Processes on Graphs Viacheslav Borovitskiy I. Azangulov Alexander Terenin P. Mostowsky M. Deisenroth N. Durrande 13 78 0 29 Oct 2020
The Bayesian Formulation and Well-Posedness of Fractional Elliptic Inverse Problems Nicolas García Trillos D. Sanz-Alonso 42 24 0 16 Nov 2016
Estimating deformations of isotropic Gaussian random fields on the plane E. Anderes Michael L. Stein 236 91 0 04 Apr 2008