Data analysis recipes: Using Markov Chain Monte Carlo

17 October 2017

Papers citing "Data analysis recipes: Using Markov Chain Monte Carlo"

13 / 13 papers shown

Title
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels Timothy D. Gebhard J. Wildberger Maximilian Dax Annalena Kofler Daniel Angerhausen S. Quanz Bernhard Schölkopf 142 2 0 28 Oct 2024
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications Joshua Albert Csaba Balazs A. Fowlie Will Handley Nicholas Hunt-Smith Roberto Ruiz de Austri Martin White 121 3 0 27 Sep 2024
Evaluating Bayesian deep learning for radio galaxy classification Devina Mohan Anna M. M. Scaife UQCV BDL 131 1 0 28 May 2024
Deep Learning and genetic algorithms for cosmological Bayesian inference speed-up Isidro Gómez-Vargas J. A. Vázquez BDL 131 3 0 06 May 2024
Eryn : A multi-purpose sampler for Bayesian inference N. Karnesis Michael L. Katz N. Korsakova J. Gair N. Stergioulas 59 31 0 03 Mar 2023
Nested sampling for physical scientists G. Ashton N. Bernstein Johannes Buchner Xi Chen Gábor Csányi ... Leah F. South J. Veitch Philipp Wacker D. Wales David Yallup 114 82 0 31 May 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 135 43 0 13 Oct 2021
Informative Bayesian model selection for RR Lyrae star classifiers Francisco Pérez-Galarce K. Pichara P. Huijse M. Catelán Domingo Mery 37 1 0 24 May 2021
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 267 198 0 12 Jan 2021
Parallel tempering as a mechanism for facilitating inference in hierarchical hidden Markov models Giada Sacchi B. Swallow 43 0 0 19 Nov 2020
Data Analysis Recipes: Products of multivariate Gaussians in Bayesian inferences D. Hogg A. Price-Whelan B. Leistedt 31 5 0 28 May 2020
An n-dimensional Rosenbrock Distribution for MCMC Testing Filippo Pagani Martin Wiegand S. Nadarajah 133 18 0 22 Mar 2019
nestcheck: diagnostic tests for nested sampling calculations E. Higson Will Handley Michael P. Hobson A. Lasenby 74 40 0 16 Apr 2018