Convergence Rates of Variational Posterior Distributions

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Convergence Rates of Variational Posterior Distributions

7 December 2017

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Papers citing "Convergence Rates of Variational Posterior Distributions"

16 / 66 papers shown

Title
Frequentist Consistency of Generalized Variational Inference Jeremias Knoblauch 58 11 0 10 Dec 2019
Statistical Inference in Mean-Field Variational Bayes Wei Han Yun Yang 45 18 0 04 Nov 2019
Asymptotic Consistency of Loss-Calibrated Variational Bayes Prateek Jaiswal Harsha Honnappa Vinayak A. Rao 56 5 0 04 Nov 2019
Convergence Rates of Variational Inference in Sparse Deep Learning Badr-Eddine Chérief-Abdellatif BDL 122 39 0 09 Aug 2019
Variational Bayes under Model Misspecification Yixin Wang David M. Blei 67 45 0 26 May 2019
When random initializations help: a study of variational inference for community detection Purnamrita Sarkar Y. X. R. Wang Soumendu Sundar Mukherjee BDL 65 6 0 16 May 2019
Variational Bayes for high-dimensional linear regression with sparse priors Kolyan Ray Botond Szabó 82 99 0 15 Apr 2019
A Generalization Bound for Online Variational Inference Badr-Eddine Chérief-Abdellatif Pierre Alquier Mohammad Emtiyaz Khan BDL 52 27 0 08 Apr 2019
On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making Prateek Jaiswal Harsha Honnappa Vinayak A. Rao 19 2 0 12 Mar 2019
Asymptotic Consistency of $α-$ Rényi-Approximate Posteriors Prateek Jaiswal Vinayak A. Rao Harsha Honnappa 73 12 0 05 Feb 2019
Consistency of ELBO maximization for model selection Badr-Eddine Chérief-Abdellatif 105 19 0 28 Oct 2018
Consistency of Variational Bayes Inference for Estimation and Model Selection in Mixtures Badr-Eddine Chérief-Abdellatif Pierre Alquier 122 52 0 14 May 2018
Gaussian variational approximation for high-dimensional state space models M. Quiroz David J. Nott Robert Kohn 112 40 0 24 Jan 2018
$α$ -Variational Inference with Statistical Guarantees Yun Yang D. Pati A. Bhattacharya 49 25 0 09 Oct 2017
Concentration of tempered posteriors and of their variational approximations Pierre Alquier James Ridgway 117 126 0 28 Jun 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 153 208 0 09 May 2017