Learning Local Dependence In Ordered Data

25 April 2016

Papers citing "Learning Local Dependence In Ordered Data"

15 / 15 papers shown

Title
Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations Xiaohan Yan Jacob Bien 69 47 0 05 Dec 2015
Convex Banding of the Covariance Matrix Jacob Bien F. Bunea Luo Xiao 43 45 0 23 May 2014
Concave Penalized Estimation of Sparse Gaussian Bayesian Networks Bryon Aragam Qing Zhou CML 87 107 0 04 Jan 2014
A convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees Kshitij Khare Sang-Yun Oh B. Rajaratnam 38 121 0 20 Jul 2013
Fast and Adaptive Sparse Precision Matrix Estimation in High Dimensions Weidong Liu Xi Luo 60 82 0 17 Mar 2012
Sparse Matrix Inversion with Scaled Lasso Tingni Sun Cun-Hui Zhang 99 169 0 13 Feb 2012
Scaled Sparse Linear Regression Tingni Sun Cun-Hui Zhang 85 507 0 24 Apr 2011
Square-Root Lasso: Pivotal Recovery of Sparse Signals via Conic Programming A. Belloni Victor Chernozhukov Lie Wang 92 672 0 28 Sep 2010
Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs Ali Shojaie George Michailidis CML 96 200 0 28 Nov 2009
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 163 729 0 05 Oct 2009
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 105 672 0 02 Sep 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 134 606 0 22 Apr 2009
$High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence$ High-dimensional covariance estimation by minimizing $\ell_1$ -penalized log-determinant divergence Pradeep Ravikumar Martin J. Wainwright Garvesh Raskutti Bin Yu 159 874 0 21 Nov 2008
Regularized estimation of large covariance matrices Peter J. Bickel Elizaveta Levina 70 1,384 0 13 Mar 2008
Sparse permutation invariant covariance estimation Adam J. Rothman Peter J. Bickel Elizaveta Levina Ji Zhu 422 907 0 31 Jan 2008