Marginal likelihood computation for model selection and hypothesis
testing: an extensive review

Marginal likelihood computation for model selection and hypothesis testing: an extensive review

17 May 2020

J. Lopez-Santiago

Papers citing "Marginal likelihood computation for model selection and hypothesis testing: an extensive review"

15 / 15 papers shown

Title
Adaptive posterior distributions for uncertainty analysis of covariance matrices in Bayesian inversion problems for multioutput signals E. Curbelo Luca Martino F. Llorente D. Delgado-Gomez 40 1 0 03 Jan 2025
Liouville Flow Importance Sampler Yifeng Tian Nishant Panda Yen Ting Lin 28 8 0 03 May 2024
Dynamic Online Ensembles of Basis Expansions Daniel Waxman Petar M. Djurić 20 3 0 02 May 2024
Spectral information criterion for automatic elbow detection Luca Martino Roberto San Millán-Castillo E. Morgado 18 9 0 17 Aug 2023
Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models Benjamin Cox Victor Elvira 20 10 0 20 Jun 2023
Computing Bayes: From Then 'Til Now' G. Martin David T. Frazier Christian P. Robert 20 15 0 01 Aug 2022
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 31 76 0 31 May 2022
Marginal and Joint Cross-Entropies & Predictives for Online Bayesian Inference, Active Learning, and Active Sampling Andreas Kirsch Jannik Kossen Y. Gal UQCV BDL 34 3 0 18 May 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi Pavel Izmailov Gregory W. Benton Micah Goldblum A. Wilson UQCV BDL 45 56 0 23 Feb 2022
Optimality in Noisy Importance Sampling F. Llorente Luca Martino Jesse Read D. Delgado 17 5 0 07 Jan 2022
Approximating Bayes in the 21st Century G. Martin David T. Frazier Christian P. Robert 27 26 0 20 Dec 2021
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 22 124 0 14 May 2021
MCMC-driven importance samplers F. Llorente E. Curbelo Luca Martino Victor Elvira D. Delgado 19 11 0 06 May 2021
Deep Importance Sampling based on Regression for Model Inversion and Emulation F. Llorente Luca Martino D. Delgado G. Camps-Valls 10 19 0 20 Oct 2020
Improved Adaptive Rejection Metropolis Sampling Algorithms Luca Martino Jesse Read D. Luengo 35 85 0 24 May 2012