Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods

31 December 2024

Papers citing "Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods"

4 / 4 papers shown

Title
Modeling Spatial Extremes using Non-Gaussian Spatial Autoregressive Models via Convolutional Neural Networks Sweta Rai D. Nychka S. Bandyopadhyay 42 1 0 05 May 2025
A Generalized Unified Skew-Normal Process with Neural Bayes Inference Kesen Wang M. Genton SyDa 74 0 0 26 Nov 2024
Neural Bayes Estimators for Irregular Spatial Data using Graph Neural Networks Matthew Sainsbury-Dale A. Zammit‐Mangion J. Richards Raphael Huser 28 15 0 04 Oct 2023
Neural Bayes estimators for censored inference with peaks-over-threshold models J. Richards Matthew Sainsbury-Dale A. Zammit‐Mangion Raphael Huser 30 8 0 27 Jun 2023