Structure estimation for mixed graphical models in high-dimensional data

19 October 2015

Papers citing "Structure estimation for mixed graphical models in high-dimensional data"

9 / 9 papers shown

Title
High-dimensional Ising model selection with Bayesian information criteria Rina Foygel Barber Mathias Drton 104 119 0 13 Mar 2014
High-dimensional Mixed Graphical Models Jie Cheng Tianxi Li Elizaveta Levina Ji Zhu 92 78 0 09 Apr 2013
Regularized rank-based estimation of high-dimensional nonparanormal graphical models Lingzhou Xue H. Zou 122 263 0 13 Feb 2013
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses Po-Ling Loh Martin J. Wainwright 83 180 0 03 Dec 2012
The Nonparanormal SKEPTIC Han Liu Fang Han M. Yuan John D. Lafferty Larry A. Wasserman 553 197 0 27 Jun 2012
Learning Mixed Graphical Models Jason D. Lee Trevor Hastie 72 23 0 22 May 2012
Sparse Nonparametric Graphical Models John D. Lafferty Han Liu Larry A. Wasserman 147 64 0 04 Jan 2012
$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 277 957 0 02 Oct 2010
The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs Han Liu John D. Lafferty Larry A. Wasserman 143 763 0 03 Mar 2009