Bayesian comparison of latent variable models: Conditional vs marginal
likelihoods

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Bayesian comparison of latent variable models: Conditional vs marginal likelihoods

13 February 2018

Edgar C. Merkle

S. Rabe-Hesketh

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Papers citing "Bayesian comparison of latent variable models: Conditional vs marginal likelihoods"

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Title
Amortized Bayesian Multilevel Models Daniel Habermann Marvin Schmitt Lars Kühmichel Andreas Bulling Stefan T. Radev Paul-Christian Bürkner 235 4 0 23 Aug 2024
Limitations of "Limitations of Bayesian leave-one-out cross-validation for model selection" Aki Vehtari Daniel P. Simpson Yuling Yao Andrew Gelman 62 52 0 12 Oct 2018
Using stacking to average Bayesian predictive distributions Yuling Yao Aki Vehtari Daniel P. Simpson Andrew Gelman 105 341 0 06 Apr 2017
blavaan: Bayesian structural equation models via parameter expansion Edgar C. Merkle Y. Rosseel 52 255 0 17 Nov 2015
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 139 4,070 0 16 Jul 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,524 0 28 May 2015
Comparison of Bayesian predictive methods for model selection Juho Piironen Aki Vehtari 93 279 0 30 Mar 2015
Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models Aki Vehtari Tommi Mononen Ville Tolvanen Tuomas Sivula Ole Winther UQCV BDL 68 77 0 23 Dec 2014
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory Sumio Watanabe 146 2,395 0 14 Apr 2010