A general framework for Vecchia approximations of Gaussian processes

21 August 2017

Papers citing "A general framework for Vecchia approximations of Gaussian processes"

8 / 8 papers shown

Title
Neighbour-Driven Gaussian Process Variational Autoencoders for Scalable Structured Latent Modelling Xinxing Shi Xiaoyu Jiang Mauricio A. Álvarez BDL 70 0 0 22 May 2025
Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data M. Risser M. Noack Hengrui Luo Ronald Pandolfi GP 51 0 0 07 Nov 2024
Positional Encoder Graph Quantile Neural Networks for Geographic Data William E. R. de Amorim Scott A. Sisson Thaís Rodrigues David J. Nott G. S. Rodrigues 108 0 0 27 Sep 2024
Posterior Covariance Structures in Gaussian Processes Difeng Cai Edmond Chow Yuanzhe Xi 57 2 0 14 Aug 2024
A class of multi-resolution approximations for large spatial datasets Matthias Katzfuss Wenlong Gong GP 92 30 0 24 Oct 2017
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations J. Guinness 189 150 0 17 Sep 2016
When does the screening effect hold? Michael L. Stein 81 41 0 08 Mar 2012
Cases for the nugget in modeling computer experiments R. Gramacy Herbert K. H. Lee 114 279 0 26 Jul 2010