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Using stacking to average Bayesian predictive distributions

6 April 2017

Papers citing "Using stacking to average Bayesian predictive distributions"

26 / 26 papers shown

Title
MODL: Multilearner Online Deep Learning Antonios Valkanas Boris N. Oreshkin Mark Coates 116 2 0 28 May 2024
Spatial modelling with R-INLA: A review H. Bakka Håvard Rue Geir-Arne Fuglstad A. Riebler David Bolin E. Krainski Daniel P. Simpson Finn Lindgren SyDa 50 309 0 18 Feb 2018
Automatic Differentiation Variational Inference A. Kucukelbir Dustin Tran Rajesh Ranganath Andrew Gelman David M. Blei 117 719 0 02 Mar 2016
A Bayes interpretation of stacking for M-complete and M-open settings Tri Le B. Clarke 167 39 0 16 Feb 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 298 4,807 0 04 Jan 2016
Bayesian Detection of Image Boundaries M. Li S. Ghosal 269 18 0 24 Aug 2015
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari Andrew Gelman Jonah Gabry 124 4,060 0 16 Jul 2015
Comparison of Bayesian predictive methods for model selection Juho Piironen Aki Vehtari 70 279 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 57 77 0 23 Dec 2014
Inconsistency of Bayesian Inference for Misspecified Linear Models, and a Proposal for Repairing It Peter Grünwald T. V. Ommen 86 268 0 11 Dec 2014
Bayesian variable selection with shrinking and diffusing priors N. Narisetty Xuming He BDL 90 212 0 26 May 2014
Minimum scoring rule inference A. Dawid M. Musio L. Ventura 69 68 0 16 Mar 2014
Minimax Optimal Bayesian Aggregation Yun Yang David B. Dunson 147 13 0 06 Mar 2014
Bayesian linear regression with sparse priors I. Castillo Johannes Schmidt-Hieber A. van der Vaart 189 382 0 04 Mar 2014
Adaptive Bayesian procedures using random series priors Weining Shen S. Ghosal AI4TS 98 83 0 03 Mar 2014
Theory and Applications of Proper Scoring Rules A. Dawid M. Musio 166 124 0 02 Jan 2014
On Bayesian supremum norm contraction rates I. Castillo 196 76 0 05 Apr 2013
Bayesian computing with INLA: new features Thiago G. Martins Daniel P. Simpson Till Mossakowski H. Rue BDL 214 568 0 01 Oct 2012
Anisotropic function estimation using multi-bandwidth Gaussian processes A. Bhattacharya D. Pati David B. Dunson 122 61 0 04 Nov 2011
Issues in Stacked Generalization Kai Ming Ting I. Witten 95 740 0 27 May 2011
Proper local scoring rules M. Parry A. Dawid Steffen Lauritzen 113 140 0 26 Jan 2011
Online Learning via Sequential Complexities Alexander Rakhlin Karthik Sridharan Ambuj Tewari 117 104 0 06 Jun 2010
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory Sumio Watanabe 132 2,389 0 14 Apr 2010
Adaptive Bayesian estimation using a Gaussian random field with inverse Gamma bandwidth Van der Vaart V. Zanten 117 254 0 25 Aug 2009
A class of Rényi information estimators for multidimensional densities Nikolai N. Leonenko L. Pronzato V. Savani 95 271 0 29 Oct 2008
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 510 362 0 19 Oct 2007