An Empirical Study of Stochastic Variational Algorithms for the Beta
Bernoulli Process

An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process

26 June 2015

David A. Knowles

Zoubin Ghahramani

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Papers citing "An Empirical Study of Stochastic Variational Algorithms for the Beta Bernoulli Process"

13 / 13 papers shown

Title
Beta Process Non-negative Matrix Factorization with Stochastic Structured Mean-Field Variational Inference Dawen Liang Matthew D. Hoffman 29 11 0 07 Nov 2014
Structured Stochastic Variational Inference Matthew D. Hoffman David M. Blei BDL 89 87 0 16 Apr 2014
Black Box Variational Inference Rajesh Ranganath S. Gerrish David M. Blei DRL BDL 150 1,167 0 31 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Scaling the Indian Buffet Process via Submodular Maximization Colorado Reed Zoubin Ghahramani 71 32 0 11 Apr 2013
A Bayesian Nonparametric Approach to Image Super-resolution Gungor Polatkan Mingyuan Zhou Lawrence Carin David M. Blei Ingrid Daubechies BDL SupR 68 108 0 22 Sep 2012
Stochastic Variational Inference Matt Hoffman David M. Blei Chong-Jun Wang John Paisley BDL 262 2,627 0 29 Jun 2012
Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression Tim Salimans David A. Knowles 120 251 0 28 Jun 2012
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S. Ahn Anoop Korattikara Balan Max Welling 77 306 0 27 Jun 2012
Sparse Stochastic Inference for Latent Dirichlet allocation David M. Mimno Matt Hoffman David M. Blei BDL 85 158 0 27 Jun 2012
Variational Bayesian Inference with Stochastic Search John Paisley David M. Blei Michael I. Jordan BDL 106 499 0 27 Jun 2012
Nonparametric Bayesian sparse factor models with application to gene expression modeling David A. Knowles Zoubin Ghahramani 81 155 0 29 Nov 2010
The Infinite Hierarchical Factor Regression Model Piyush Rai Hal Daumé 122 63 0 05 Aug 2009