Group Spike and Slab Variational Bayes

v1v2 (latest)

Group Spike and Slab Variational Bayes

19 September 2023

Marina Evangelou

ArXiv (abs)PDF HTML

Papers citing "Group Spike and Slab Variational Bayes"

8 / 8 papers shown

Title
Variational Bayes for high-dimensional proportional hazards models with applications within gene expression M. Komodromos E. Aboagye Marina Evangelou Sarah Filippi Kolyan Ray 51 10 0 19 Dec 2021
Spike and slab variational Bayes for high dimensional logistic regression Kolyan Ray Botond Szabó Gabriel Clara 84 29 0 22 Oct 2020
Advances in Variational Inference Cheng Zhang Judith Butepage Hedvig Kjellström Stephan Mandt BDL 180 691 0 15 Nov 2017
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 285 4,793 0 04 Jan 2016
Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors P. Breheny Jian Huang 181 287 0 10 Sep 2012
A Selective Review of Group Selection in High-Dimensional Models Jian Huang P. Breheny Shuangge Ma 203 381 0 29 Apr 2012
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 292 382 0 11 Jul 2010
The Benefit of Group Sparsity Junzhou Huang Tong Zhang 215 466 0 20 Jan 2009