The Nonparanormal SKEPTIC

The Nonparanormal SKEPTIC

27 June 2012

John D. Lafferty

Larry A. Wasserman

Papers citing "The Nonparanormal SKEPTIC"

16 / 66 papers shown

Title
Structure Learning of Partitioned Markov Networks Song Liu Taiji Suzuki Masashi Sugiyama Kenji Fukumizu 26 2 0 02 Apr 2015
A General Framework for Mixed Graphical Models Eunho Yang Pradeep Ravikumar Genevera I. Allen Yulia Baker Ying-Wooi Wan Zhandong Liu 38 18 0 02 Nov 2014
High Dimensional Semiparametric Latent Graphical Model for Mixed Data Jianqing Fan Han Liu Y. Ning H. Zou 39 120 0 29 Apr 2014
High Dimensional Semiparametric Scale-Invariant Principal Component Analysis Fang Han Han Liu 50 16 0 18 Feb 2014
Learning Pairwise Graphical Models with Nonlinear Sufficient Statistics Xiao-Tong Yuan Ping Li Tong Zhang 43 1 0 21 Nov 2013
Joint Estimation of Multiple Graphical Models from High Dimensional Time Series Huitong Qiu Fang Han Han Liu B. Caffo 62 97 0 01 Nov 2013
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 74 1,278 0 07 Aug 2013
Adaptive estimation of the copula correlation matrix for semiparametric elliptical copulas M. Wegkamp Yue Zhao 31 46 0 28 May 2013
Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation Song Liu J. Quinn Michael U. Gutmann Taiji Suzuki Masashi Sugiyama 37 42 0 25 Apr 2013
High-dimensional Mixed Graphical Models Jie Cheng Tianxi Li Elizaveta Levina Ji Zhu 54 78 0 09 Apr 2013
Regularized rank-based estimation of high-dimensional nonparanormal graphical models Lingzhou Xue H. Zou 37 263 0 13 Feb 2013
On Graphical Models via Univariate Exponential Family Distributions Eunho Yang Pradeep Ravikumar Genevera I. Allen Zhandong Liu 48 173 0 17 Jan 2013
Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive Estimation T. Tony Cai Weidong Liu Harrison H. Zhou 44 206 0 12 Dec 2012
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses Po-Ling Loh Martin J. Wainwright 45 180 0 03 Dec 2012
PC algorithm for Gaussian copula graphical models Naftali Harris Mathias Drton 41 9 0 01 Jul 2012
Sparse Nonparametric Graphical Models John D. Lafferty Han Liu Larry A. Wasserman 56 64 0 04 Jan 2012