Variational Inference via $χ$-Upper Bound Minimization

Variational Inference via $χ$ -Upper Bound Minimization

1 November 2016

Adji Bousso Dieng

Rajesh Ranganath

Papers citing "Variational Inference via $χ$-Upper Bound Minimization"

14 / 14 papers shown

Title
Edward: A library for probabilistic modeling, inference, and criticism Dustin Tran A. Kucukelbir Adji Bousso Dieng Maja R. Rudolph Dawen Liang David M. Blei 53 301 0 31 Oct 2016
Operator Variational Inference Rajesh Ranganath Jaan Altosaar Dustin Tran David M. Blei 48 116 0 27 Oct 2016
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server Leonard Hasenclever Stefan Webb Thibaut Lienart Sebastian J. Vollmer Balaji Lakshminarayanan Charles Blundell Yee Whye Teh BDL 143 70 0 31 Dec 2015
Sandwiching the marginal likelihood using bidirectional Monte Carlo Roger C. Grosse Zoubin Ghahramani Ryan P. Adams 50 62 0 08 Nov 2015
Online Learning to Sample Guillaume Bouchard Théo Trouillon J. Perez Adrien Gaidon OffRL OnRL 59 30 0 30 Jun 2015
Stochastic Expectation Propagation Yingzhen Li Jose Miguel Hernandez-Lobato Richard Turner 125 115 0 12 Jun 2015
Expectation Propagation in the large-data limit Guillaume P. Dehaene Simon Barthelmé 57 44 0 27 Mar 2015
Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball Andrew C. Miller L. Bornn Ryan P. Adams Kirk Goldsberry 86 114 0 05 Jan 2014
Black Box Variational Inference Rajesh Ranganath S. Gerrish David M. Blei DRL BDL 134 1,166 0 31 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 450 16,933 0 20 Dec 2013
Expectation Propagation for approximate Bayesian inference T. Minka 129 1,907 0 10 Jan 2013
Stochastic Variational Inference Matt Hoffman David M. Blei Chong-Jun Wang John Paisley BDL 252 2,621 0 29 Jun 2012
Variational Bayesian Inference with Stochastic Search John Paisley David M. Blei Michael I. Jordan BDL 104 500 0 27 Jun 2012
Adaptive Importance Sampling in General Mixture Classes Olivier Cappé Randal Douc Arnaud Guillin Jean-Michel Marin Christian P. Robert 205 304 0 23 Oct 2007