Bayesian high-dimensional linear regression with generic spike-and-slab priors

19 December 2019

Papers citing "Bayesian high-dimensional linear regression with generic spike-and-slab priors"

7 / 7 papers shown

Title
SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax Weijie Su Emmanuel Candes 338 146 0 29 Mar 2015
Empirical Bayes posterior concentration in sparse high-dimensional linear models Ryan Martin Raymond Mess S. Walker 150 103 0 30 Jun 2014
Bayesian linear regression with sparse priors I. Castillo Johannes Schmidt-Hieber A. van der Vaart 139 379 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
Generalized double Pareto shrinkage Artin Armagan David B. Dunson Jaeyong Lee 78 374 0 05 Apr 2011
Local shrinkage rules, Levy processes, and regularized regression Nicholas G. Polson James G. Scott 96 130 0 17 Oct 2010
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 199 575 0 11 Oct 2009