Neural Bayes Estimators for Irregular Spatial Data using Graph Neural Networks

4 October 2023

Papers citing "Neural Bayes Estimators for Irregular Spatial Data using Graph Neural Networks"

8 / 8 papers shown

Title
Modeling Spatial Extremes using Non-Gaussian Spatial Autoregressive Models via Convolutional Neural Networks Sweta Rai D. Nychka S. Bandyopadhyay 17 0 0 05 May 2025
When the whole is greater than the sum of its parts: Scaling black-box inference to large data settings through divide-and-conquer Emily C. Hector Amanda Lenzi 31 1 0 31 Dec 2024
A Generalized Unified Skew-Normal Process with Neural Bayes Inference Kesen Wang M. Genton SyDa 61 0 0 26 Nov 2024
Pareto processes for threshold exceedances in spatial extremes Clement Dombry Juliette Legrand Thomas Opitz 18 0 0 08 Jul 2024
Latent Variable Sequence Identification for Cognitive Models with Neural Bayes Estimation Ti-Fen Pan Jing-Jing Li Bill Thompson Anne Collins BDL 21 0 0 20 Jun 2024
Fast parameter estimation of Generalized Extreme Value distribution using Neural Networks Sweta Rai Alexis L Hoffman S. Lahiri D. Nychka S. Sain S. Bandyopadhyay 17 8 0 07 May 2023
Towards black-box parameter estimation Amanda Lenzi Haavard Rue 11 4 0 27 Mar 2023
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 228 3,202 0 24 Nov 2016