Likelihood-Free Parameter Estimation with Neural Bayes Estimators

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Likelihood-Free Parameter Estimation with Neural Bayes Estimators

27 August 2022

Matthew Sainsbury-Dale

A. Zammit‐Mangion

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Papers citing "Likelihood-Free Parameter Estimation with Neural Bayes Estimators"

6 / 6 papers shown

Title
Fast Likelihood-Free Parameter Estimation for Lévy Processes Nicolas Coloma William Kleiber 151 0 0 03 May 2025
Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods Julia Walchessen Amanda Lenzi Mikael Kuusela 287 9 0 31 Dec 2024
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 434 1 0 31 Dec 2024
Deep Generative Quantile Bayes Jungeum Kim Percy S. Zhai Veronika Rockova 204 0 0 10 Oct 2024
Neural Bayes Estimators for Irregular Spatial Data using Graph Neural Networks Matthew Sainsbury-Dale A. Zammit‐Mangion J. Richards Raphael Huser 670 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 435 10 0 27 Jun 2023