Bayesian inference in high-dimensional models

12 January 2021

Papers citing "Bayesian inference in high-dimensional models"

16 / 16 papers shown

Title
Optimal Bayesian Smoothing of Functional Observations over a Large Graph Arkaprava Roy S. Ghosal 38 3 0 21 Apr 2021
Spike and slab variational Bayes for high dimensional logistic regression Kolyan Ray Botond Szabó Gabriel Clara 74 29 0 22 Oct 2020
A Primer on PAC-Bayesian Learning Benjamin Guedj 115 222 0 16 Jan 2019
Nearly optimal Bayesian Shrinkage for High Dimensional Regression Qifan Song F. Liang 38 77 0 24 Dec 2017
Convergence Rates of Variational Posterior Distributions Fengshuo Zhang Chao Gao 46 105 0 07 Dec 2017
Estimating Large Precision Matrices via Modified Cholesky Decomposition Kyoungjae Lee Jaeyong Lee 52 23 0 04 Jul 2017
A simple sampler for the horseshoe estimator E. Makalic Daniel F. Schmidt 41 235 0 17 Aug 2015
Exact formulas for the normalizing constants of Wishart distributions for graphical models Caroline Uhler Alex Lenkoski Donald Richards 37 46 0 18 Jun 2014
Bayesian linear regression with sparse priors I. Castillo Johannes Schmidt-Hieber A. van der Vaart 133 379 0 04 Mar 2014
Dirichlet-Laplace priors for optimal shrinkage A. Bhattacharya D. Pati Natesh S. Pillai David B. Dunson 89 440 0 21 Jan 2014
Posterior convergence rates for estimating large precision matrices using graphical models Sayantan Banerjee S. Ghosal 91 60 0 12 Feb 2013
On Graphical Models via Univariate Exponential Family Distributions Eunho Yang Pradeep Ravikumar Genevera I. Allen Zhandong Liu 66 173 0 17 Jan 2013
Generalized double Pareto shrinkage Artin Armagan David B. Dunson Jaeyong Lee 78 374 0 05 Apr 2011
Limiting Laws of Coherence of Random Matrices with Applications to Testing Covariance Structure and Construction of Compressed Sensing Matrices Tony Cai Tiefeng Jiang 88 197 0 14 Feb 2011
Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem James G. Scott J. Berger 132 582 0 10 Nov 2010
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 237 731 0 05 Oct 2009