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A Variational Algorithm for Bayesian Variable Selection

A Variational Algorithm for Bayesian Variable Selection

24 February 2016
Xichen Huang
Jin Wang
Feng Liang
    BDL
ArXiv (abs)PDFHTML

Papers citing "A Variational Algorithm for Bayesian Variable Selection"

18 / 18 papers shown
Variational Inference for Sparse Poisson Regression
Variational Inference for Sparse Poisson Regression
Mitra Kharabati
Morteza Amini
588
2
0
02 Nov 2023
A Variational Spike-and-Slab Approach for Group Variable Selection
A Variational Spike-and-Slab Approach for Group Variable SelectionBayesian Analysis (Bayes. Anal.), 2023
M. Ramezani
Hossein Rastgoftar
Jun S. Liu
265
1
0
28 Sep 2023
An Approximate Bayesian Approach to Covariate-dependent Graphical
  Modeling
An Approximate Bayesian Approach to Covariate-dependent Graphical Modeling
Sutanoy Dasgupta
P. Zhao
Jacob Helwig
P. Ghosh
D. Pati
Bani Mallick
227
2
0
15 Mar 2023
Factorized Fusion Shrinkage for Dynamic Relational Data
Factorized Fusion Shrinkage for Dynamic Relational Data
Penghui Zhao
A. Bhattacharya
D. Pati
Bani Mallick
412
0
0
30 Sep 2022
Sparse high-dimensional linear regression with a partitioned empirical
  Bayes ECM algorithm
Sparse high-dimensional linear regression with a partitioned empirical Bayes ECM algorithmComputational Statistics & Data Analysis (CSDA), 2022
Alexander C. McLain
A. Zgodic
H. Bondell
515
3
0
16 Sep 2022
Bayesian Multi-task Variable Selection with an Application to
  Differential DAG Analysis
Bayesian Multi-task Variable Selection with an Application to Differential DAG AnalysisJournal of Computational And Graphical Statistics (JCGS), 2022
Guanxun Li
Quan Zhou
235
2
0
28 Jun 2022
Spike and slab Bayesian sparse principal component analysis
Spike and slab Bayesian sparse principal component analysisStatistics and computing (Stat Comput), 2021
Yu-Chien Bo Ning
Ning Ning
286
17
0
30 Jan 2021
Approximate Laplace approximations for scalable model selection
Approximate Laplace approximations for scalable model selection
D. Rossell
Oriol Abril
A. Bhattacharya
505
17
0
14 Dec 2020
Latent Network Estimation and Variable Selection for Compositional Data
  via Variational EM
Latent Network Estimation and Variable Selection for Compositional Data via Variational EMJournal of Computational And Graphical Statistics (JCGS), 2020
Nathan Osborne
Christine B. Peterson
M. Vannucci
BDL
250
22
0
25 Oct 2020
Nearly Optimal Variational Inference for High Dimensional Regression
  with Shrinkage Priors
Nearly Optimal Variational Inference for High Dimensional Regression with Shrinkage Priors
Jincheng Bai
Qifan Song
Guang Cheng
BDL
281
4
0
24 Oct 2020
Spike and slab variational Bayes for high dimensional logistic
  regression
Spike and slab variational Bayes for high dimensional logistic regression
Kolyan Ray
Botond Szabó
Gabriel Clara
385
35
0
22 Oct 2020
Variational approximations of empirical Bayes posteriors in
  high-dimensional linear models
Variational approximations of empirical Bayes posteriors in high-dimensional linear models
Yue Yang
Ryan Martin
271
7
0
31 Jul 2020
Statistical Inference in Mean-Field Variational Bayes
Statistical Inference in Mean-Field Variational Bayes
Wei Han
Yun Yang
289
23
0
04 Nov 2019
Variational Bayes for high-dimensional linear regression with sparse
  priors
Variational Bayes for high-dimensional linear regression with sparse priors
Kolyan Ray
Botond Szabó
482
116
0
15 Apr 2019
Fast Exact Bayesian Inference for Sparse Signals in the Normal Sequence
  Model
Fast Exact Bayesian Inference for Sparse Signals in the Normal Sequence Model
T. Erven
Botond Szabó
287
9
0
25 Oct 2018
Scalable Importance Tempering and Bayesian Variable Selection
Scalable Importance Tempering and Bayesian Variable Selection
T. Rigon
Gareth O. Roberts
292
48
0
01 May 2018
$α$-Variational Inference with Statistical Guarantees
ααα-Variational Inference with Statistical Guarantees
Yun Yang
D. Pati
A. Bhattacharya
259
27
0
09 Oct 2017
Fast model-fitting of Bayesian variable selection regression using the
  iterative complex factorization algorithm
Fast model-fitting of Bayesian variable selection regression using the iterative complex factorization algorithm
Quan Zhou
Yongtao Guan
188
18
0
29 Jun 2017
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