Asymptotic normality and valid inference for Gaussian variational approximation

23 February 2012

Papers citing "Asymptotic normality and valid inference for Gaussian variational approximation"

20 / 20 papers shown

Title
General bounds on the quality of Bayesian coresets Trevor Campbell 61 2 0 20 May 2024
Bayesian Model Selection via Mean-Field Variational Approximation Yangfan Zhang Yun Yang 17 4 0 17 Dec 2023
Gaussian variational approximation with composite likelihood for crossed random effect models Libai Xu Nancy Reid Dehan Kong 11 2 0 19 Oct 2023
Sub-optimality of the Naive Mean Field approximation for proportional high-dimensional Linear Regression Jiaze Qiu 33 3 0 15 Oct 2023
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression S. Mukherjee Bodhisattva Sen Subhabrata Sen 32 4 0 28 Sep 2023
On the Convergence of Coordinate Ascent Variational Inference A. Bhattacharya D. Pati Yun Yang 17 10 0 01 Jun 2023
Machine Learning and the Future of Bayesian Computation Steven Winter Trevor Campbell Lizhen Lin Sanvesh Srivastava David B. Dunson TPM 45 4 0 21 Apr 2023
Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection Kush S. Bhatia Nikki Lijing Kuang Yi Ma Yixin Wang 19 6 0 22 Jul 2022
Bayesian non-conjugate regression via variational message passing C. Castiglione M. Bernardi 23 0 0 19 Jun 2022
Local convexity of the TAP free energy and AMP convergence for Z2-synchronization Michael Celentano Z. Fan Song Mei FedML 21 22 0 21 Jun 2021
Variational Inference in high-dimensional linear regression S. Mukherjee S. Sen BDL 6 23 0 25 Apr 2021
The computational asymptotics of Gaussian variational inference and the Laplace approximation Zuheng Xu Trevor Campbell 19 7 0 13 Apr 2021
Statistical Inference in Mean-Field Variational Bayes Wei Han Yun Yang 25 17 0 04 Nov 2019
Variational Bayes under Model Misspecification Yixin Wang David M. Blei 8 44 0 26 May 2019
Approximation Properties of Variational Bayes for Vector Autoregressions Reza Hajargasht BDL 16 1 0 02 Mar 2019
Supervised Multiscale Dimension Reduction for Spatial Interaction Networks Shaobo Han David B. Dunson 16 1 0 01 Jan 2019
Semiparametric Regression using Variational Approximations Francis K. C. Hui Chong You H. Shang Samuel G. Müller 9 16 0 03 Oct 2018
On the use of bootstrap with variational inference: Theory, interpretation, and a two-sample test example Yen-Chi Chen Y Samuel Wang E. Erosheva BDL 17 19 0 29 Nov 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 28 204 0 09 May 2017
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 32 4,705 0 04 Jan 2016