Papers citing 'Regularized rank-based estimation of high-dimensional nonparanormal graphical models'

Title
A Projection Based Conditional Dependence Measure with Applications to High-dimensional Undirected Graphical Models Jianqing Fan Yang Feng Lucy Xia 471 12 0 07 Jan 2015
On Semiparametric Exponential Family Graphical ModelsJournal of machine learning research (JMLR), 2014 Zhuoran Yang Y. Ning Han Liu 257 33 0 30 Dec 2014
Semiparametric Gaussian copula classification Yue Zhao M. Wegkamp 139 2 0 11 Nov 2014
A General Framework for Mixed Graphical Models Eunho Yang Pradeep Ravikumar Genevera I. Allen Yulia Baker Ying-Wooi Wan Zhandong Liu 402 20 0 02 Nov 2014
The critical threshold level on Kendall's tau statistic concerning minimax estimation of sparse correlation matrices K. Jurczak 136 0 0 15 Aug 2014
High Dimensional Semiparametric Latent Graphical Model for Mixed Data Jianqing Fan Han Liu Y. Ning H. Zou 226 123 0 29 Apr 2014
Multivariate Analysis of Nonparametric Estimates of Large Correlation Matrices Ritwik Mitra Cun-Hui Zhang 232 27 0 24 Mar 2014
Learning Pairwise Graphical Models with Nonlinear Sufficient Statistics Xiao-Tong Yuan Ping Li Tong Zhang 180 1 0 21 Nov 2013
Joint Estimation of Multiple Graphical Models from High Dimensional Time SeriesJournal of The Royal Statistical Society Series B-statistical Methodology (JRSSB), 2013 Huitong Qiu Fang Han Han Liu B. Caffo 338 98 0 01 Nov 2013
Challenges of Big Data AnalysisNational Science Review (NSR), 2013 Jianqing Fan Fang Han Han Liu 378 1,356 0 07 Aug 2013
Optimal Linear Shrinkage Estimator for Large Dimensional Precision MatrixJournal of Multivariate Analysis (J. Multivar. Anal.), 2013 Taras Bodnar Arjun K. Gupta Nestor Parolya 348 57 0 05 Aug 2013
The Cluster Graphical Lasso for improved estimation of Gaussian graphical modelsComputational Statistics & Data Analysis (CSDA), 2013 Kean Ming Tan Daniela Witten Ali Shojaie 231 74 0 19 Jul 2013
Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution Fang Han Han Liu 812 40 0 29 May 2013
Adaptive estimation of the copula correlation matrix for semiparametric elliptical copulas M. Wegkamp Yue Zhao 893 47 0 28 May 2013
A Junction Tree Framework for Undirected Graphical Model SelectionJournal of machine learning research (JMLR), 2013 Divyanshu Vats Robert D. Nowak CML 297 8 0 17 Apr 2013
High-dimensional Mixed Graphical Models Jie Cheng Tianxi Li Elizaveta Levina Ji Zhu 298 80 0 09 Apr 2013
On Graphical Models via Univariate Exponential Family Distributions Eunho Yang Pradeep Ravikumar Genevera I. Allen Zhandong Liu 219 177 0 17 Jan 2013
Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive Estimation T. Tony Cai Weidong Liu Harrison H. Zhou 268 213 0 12 Dec 2012
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses Po-Ling Loh Martin J. Wainwright 318 184 0 03 Dec 2012
Partial Gaussian Graphical Model EstimationIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2012 Xiao-Tong Yuan Tong Zhang 361 49 0 28 Sep 2012
Alternating Direction Methods for Latent Variable Gaussian Graphical Model SelectionNeural Computation (Neural Comput.), 2012 Shiqian Ma Lingzhou Xue H. Zou 422 104 0 06 Jun 2012
High Dimensional Semiparametric Gaussian Copula Graphical ModelsInternational Conference on Machine Learning (ICML), 2012 Han Liu Fang Han M. Yuan John D. Lafferty Larry A. Wasserman 299 409 0 10 Feb 2012