The SPDE Approach to Matérn Fields: Graph Representations

v1v2v3 (latest)

The SPDE Approach to Matérn Fields: Graph Representations

16 April 2020

ArXiv (abs)PDF HTML

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

7 / 7 papers shown

Title
Optimization on Manifolds via Graph Gaussian Processes Hwanwoo Kim D. Sanz-Alonso Ruiyi Yang 88 2 0 20 Oct 2022
Rates of Convergence for Regression with the Graph Poly-Laplacian Nicolas García Trillos Ryan W. Murray Matthew Thorpe 93 5 0 06 Sep 2022
Gaussian Whittle-Matérn fields on metric graphs David Bolin Alexandre B. Simas J. Wallin 72 26 0 12 May 2022
Non-separable Spatio-temporal Graph Kernels via SPDEs A. Nikitin S. T. John Arno Solin Samuel Kaski AI4TS 71 17 0 16 Nov 2021
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy D. Sanz-Alonso Ruiyi Yang 56 12 0 06 Sep 2021
Inference for Gaussian Processes with Matérn Covariogram on Compact Riemannian Manifolds Didong Li Wenpin Tang Sudipto Banerjee 87 14 0 08 Apr 2021
Matérn Gaussian Processes on Graphs Viacheslav Borovitskiy I. Azangulov Alexander Terenin P. Mostowsky M. Deisenroth N. Durrande 53 82 0 29 Oct 2020