Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes

12 June 2015

Papers citing "Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes"

11 / 11 papers shown

Title
Uncertainty quantification for sparse spectral variational approximations in Gaussian process regression D. Nieman Botond Szabó Harry Van Zanten 36 5 0 21 Dec 2022
Efficient Semi-Implicit Variational Inference Vincent Moens Hang Ren A. Maraval Rasul Tutunov Jun Wang H. Ammar 85 6 0 15 Jan 2021
Semi-Implicit Variational Inference Mingzhang Yin Mingyuan Zhou BDL 35 121 0 28 May 2018
Approximate Inference for Constructing Astronomical Catalogs from Images Jeffrey Regier Andrew C. Miller D. Schlegel Ryan P. Adams Jon D. McAuliffe Google Brain 8 14 0 28 Feb 2018
The variational Laplace approach to approximate Bayesian inference J. Daunizeau BDL 20 19 0 02 Mar 2017
Tractable Bayesian Density Regression via Logit Stick-Breaking Priors T. Rigon Daniele Durante 19 27 0 11 Jan 2017
Boosting Variational Inference Fangjian Guo Xiangyu Wang Kai Fan Tamara Broderick David B. Dunson BDL 27 75 0 17 Nov 2016
Learning an Astronomical Catalog of the Visible Universe through Scalable Bayesian Inference Jeffrey Regier Steven R. Howard Ryan Giordano Ryan P. Adams Andy Miller Jon D. McAuliffe Andreas Jensen 21 7 0 10 Nov 2016
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 44 4,710 0 04 Jan 2016
Multivariate Output Analysis for Markov chain Monte Carlo Dootika Vats James M. Flegal Galin L. Jones 11 272 0 24 Dec 2015
Hierarchical Variational Models Rajesh Ranganath Dustin Tran David M. Blei DRL VLM 23 335 0 07 Nov 2015