Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory

14 April 2010

Papers citing "Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory"

38 / 138 papers shown

Title
A Bayesian Cognition Approach to Improve Data Visualization Yea-Seul Kim Logan Walls P. Krafft Jessica Hullman 4 70 0 09 Jan 2019
Asymptotic Analysis of the Bayesian Likelihood Ratio for Testing Homogeneity in Normal Mixture Models Natsuki Kariya Sumio Watanabe 6 0 0 09 Dec 2018
GPdoemd: a Python package for design of experiments for model discrimination Simon Olofsson Lukas Hebing Sebastian Niedenführ M. Deisenroth Ruth Misener 14 18 0 05 Oct 2018
WAIC, but Why? Generative Ensembles for Robust Anomaly Detection Hyun-Jae Choi Eric Jang Alexander A. Alemi OODD 12 82 0 02 Oct 2018
Variational Approximation Error in Bayesian Non-negative Matrix Factorization Naoki Hayashi 14 7 0 09 Sep 2018
Bayesian cross-validation of geostatistical models Viviana G. R. Lobo T. C. Fonseca Fernando A. S. Moura 16 2 0 16 Feb 2018
Bayesian comparison of latent variable models: Conditional vs marginal likelihoods Edgar C. Merkle Daniel Furr S. Rabe-Hesketh 10 71 0 13 Feb 2018
Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization Naoki Hayashi Sumio Watanabe 9 5 0 13 Sep 2017
Fast and accurate Bayesian model criticism and conflict diagnostics using R-INLA Egil Ferkingstad L. Held H. Rue 17 13 0 10 Aug 2017
spBayesSurv: Fitting Bayesian Spatial Survival Models Using R Haiming Zhou T. Hanson Jiajia Zhang 11 48 0 10 May 2017
Maximizing the information learned from finite data selects a simple model Henry H. Mattingly M. Transtrum Michael C. Abbott B. Machta 17 44 0 02 May 2017
BDSAR: a new package on Bregman divergence for Bayesian simultaneous autoregressive models I. M. Danilevicz R. Ehlers 24 1 0 24 Apr 2017
Using stacking to average Bayesian predictive distributions Yuling Yao Aki Vehtari Daniel P. Simpson Andrew Gelman 23 335 0 06 Apr 2017
Determination of hysteresis in finite-state random walks using Bayesian cross validation Joshua C. Chang 13 0 0 21 Feb 2017
Posterior Dispersion Indices A. Kucukelbir David M. Blei 24 0 0 24 May 2016
A Bayesian Group Sparse Multi-Task Regression Model for Imaging Genetics K. Greenlaw E. Szefer J. Graham M. Lesperance F. Nathoo 10 51 0 07 May 2016
Regularization Parameter Selection for a Bayesian Multi-Level Group Lasso Regression Model with Application to Imaging Genomics F. Nathoo K. Greenlaw M. Lesperance 12 5 0 27 Mar 2016
Bayesian inference and model comparison for metallic fatigue data I. Babuska Zaid Sawlan M. Scavino Barna Szabó Raúl Tempone 11 58 0 06 Dec 2015
blavaan: Bayesian structural equation models via parameter expansion Edgar C. Merkle Y. Rosseel 8 252 0 17 Nov 2015
Information Theory and Statistics: an overview Daniel Commenges 16 11 0 03 Nov 2015
Bayesian Estimation of Multidimensional Latent Variables and Its Asymptotic Accuracy Keisuke Yamazaki 21 0 0 05 Oct 2015
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 18 3,983 0 16 Jul 2015
A priori truncation method for posterior sampling from homogeneous normalized completely random measure mixture models R. Argiento Ilaria Bianchini A. Guglielmi 18 4 0 16 Jul 2015
Pareto Smoothed Importance Sampling Aki Vehtari Daniel Simpson Andrew Gelman Yuling Yao Jonah Gabry 13 236 0 09 Jul 2015
Programming with models: writing statistical algorithms for general model structures with NIMBLE P. de Valpine Daniel Turek C. Paciorek Clifford Anderson-Bergman D. Lang Rastislav Bodík 34 831 0 19 May 2015
Comparison of Bayesian predictive methods for model selection Juho Piironen Aki Vehtari 14 279 0 30 Mar 2015
Bayesian Cross Validation and WAIC for Predictive Prior Design in Regular Asymptotic Theory Sumio Watanabe 27 6 0 27 Mar 2015
Marginal likelihood and model selection for Gaussian latent tree and forest models Mathias Drton Shaowei Lin Luca Weihs Piotr Zwiernik 22 28 0 29 Dec 2014
Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models Aki Vehtari Tommi Mononen Ville Tolvanen Tuomas Sivula Ole Winther UQCV BDL 22 76 0 23 Dec 2014
Parameter inference and model selection in deterministic and stochastic dynamical models via approximate Bayesian computation: modeling a wildlife epidemic Libo Sun Chihoon Lee J. Hoeting 27 28 0 26 Sep 2014
A Widely Applicable Bayesian Information Criterion Sumio Watanabe 36 768 0 31 Aug 2012
Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox J. Vanhatalo J. Riihimaki Jouni Hartikainen Pasi Jylänki Ville Tolvanen Aki Vehtari GP 27 46 0 25 Jun 2012
The Quantum Relative Entropy as a Rate Function and Information Criteria K. Okamura 42 3 0 14 Feb 2012
Statistical Learning Theory of Quasi-Regular Cases Koshi Yamada Sumio Watanabe 56 3 0 08 Nov 2011
Large Deviation Strategy for Inverse Problem I. Ojima K. Okamura 49 5 0 19 Jan 2011
An asymptotic approximation of the marginal likelihood for general Markov models Piotr Zwiernik 59 4 0 03 Dec 2010
Ideal-Theoretic Strategies for Asymptotic Approximation of Marginal Likelihood Integrals Shaowei Lin 52 23 0 28 Mar 2010
Equations of States in Singular Statistical Estimation Sumio Watanabe 97 83 0 05 Dec 2007