Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models

10 October 2022

Papers citing "Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models"

6 / 6 papers shown

Title
An efficient likelihood-free Bayesian inference method based on sequential neural posterior estimation Yifei Xiong Xiliang Yang Sanguo Zhang Zhijian He 90 2 0 17 Jan 2025
Compositional Score Modeling for Simulation-based Inference Tomas Geffner George Papamakarios A. Mnih 47 13 0 28 Sep 2022
Riemannian Score-Based Generative Modelling Valentin De Bortoli Emile Mathieu M. Hutchinson James Thornton Yee Whye Teh Arnaud Doucet DiffM 185 127 0 06 Feb 2022
A Trust Crisis In Simulation-Based Inference? Your Posterior Approximations Can Be Unfaithful Joeri Hermans Arnaud Delaunoy François Rozet Antoine Wehenkel Volodimir Begy Gilles Louppe 43 32 0 13 Oct 2021
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 75 152 0 12 Jan 2021
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 53 349 0 20 Oct 2016