High-dimensional Mixed Graphical Models

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High-dimensional Mixed Graphical Models

9 April 2013

Tianxi Li

Elizaveta Levina

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Papers citing "High-dimensional Mixed Graphical Models"

14 / 14 papers shown

Title
Regularized rank-based estimation of high-dimensional nonparanormal graphical models Lingzhou Xue H. Zou 122 263 0 13 Feb 2013
Nonconcave penalized composite conditional likelihood estimation of sparse Ising models Lingzhou Xue H. Zou Tianxi Cai 106 88 0 17 Aug 2012
The Nonparanormal SKEPTIC Han Liu Fang Han M. Yuan John D. Lafferty Larry A. Wasserman 556 197 0 27 Jun 2012
Learning Mixed Graphical Models Jason D. Lee Trevor Hastie 84 23 0 22 May 2012
Stable Graphical Model Estimation with Random Forests for Discrete, Continuous, and Mixed Variables Bernd Fellinghauer Peter Buhlmann Martin Ryffel M. Rhein J. Reinhardt 55 85 0 01 Sep 2011
$High-dimensional Ising model selection using ${\ell_1}$-regularized logistic regression$ High-dimensional Ising model selection using ${\ell_1}$ -regularized logistic regression Pradeep Ravikumar Martin J. Wainwright John D. Lafferty 277 956 0 02 Oct 2010
On the conditions used to prove oracle results for the Lasso Sara van de Geer Peter Buhlmann 278 733 0 05 Oct 2009
The composite absolute penalties family for grouped and hierarchical variable selection P. Zhao Guilherme V. Rocha Bin Yu 239 673 0 02 Sep 2009
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 217 607 0 22 Apr 2009
The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs Han Liu John D. Lafferty Larry A. Wasserman 143 764 0 03 Mar 2009
A path following algorithm for Sparse Pseudo-Likelihood Inverse Covariance Estimation (SPLICE) Guilherme V. Rocha P. Zhao Bin Yu 116 67 0 23 Jul 2008
High-dimensional generalized linear models and the lasso Sara van de Geer 629 756 0 04 Apr 2008
Sparse permutation invariant covariance estimation Adam J. Rothman Peter J. Bickel Elizaveta Levina Ji Zhu 601 906 0 31 Jan 2008
Sparsistency and rates of convergence in large covariance matrix estimation Clifford Lam Jianqing Fan 233 610 0 26 Nov 2007