Asymptotic Consistency of $α-$Rényi-Approximate Posteriors

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Asymptotic Consistency of $α-$ Rényi-Approximate Posteriors

5 February 2019

Prateek Jaiswal

Harsha Honnappa

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Papers citing "Asymptotic Consistency of $α-$Rényi-Approximate Posteriors"

12 / 12 papers shown

Title
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 521 10,591 0 17 Feb 2020
Consistency of Variational Bayes Inference for Estimation and Model Selection in Mixtures Badr-Eddine Chérief-Abdellatif Pierre Alquier 99 52 0 14 May 2018
Convergence Rates of Variational Posterior Distributions Fengshuo Zhang Chao Gao 65 105 0 07 Dec 2017
$α$ -Variational Inference with Statistical Guarantees Yun Yang D. Pati A. Bhattacharya 31 25 0 09 Oct 2017
Concentration of tempered posteriors and of their variational approximations Pierre Alquier James Ridgway 84 126 0 28 Jun 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 124 208 0 09 May 2017
Rényi Divergence Variational Inference Yingzhen Li Richard Turner BDL 115 263 0 06 Feb 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 298 4,812 0 04 Jan 2016
Sandwiching the marginal likelihood using bidirectional Monte Carlo Roger C. Grosse Zoubin Ghahramani Ryan P. Adams 72 62 0 08 Nov 2015
Expectation Propagation for approximate Bayesian inference T. Minka 137 1,909 0 10 Jan 2013
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 90 1,342 0 12 Jun 2012
The semiparametric Bernstein-von Mises theorem Peter J. Bickel B. Kleijn 144 127 0 01 Jul 2010

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