Semiparametric Gaussian copula classification

11 November 2014

Papers citing "Semiparametric Gaussian copula classification"

9 / 9 papers shown

Title
Asymptotic normality and optimalities in estimation of large Gaussian graphical models Zhao Ren Tingni Sun Cun-Hui Zhang Harrison H. Zhou 143 246 0 24 Sep 2013
Optimal Feature Selection in High-Dimensional Discriminant Analysis Mladen Kolar Han Liu 55 25 0 27 Jun 2013
Regularized rank-based estimation of high-dimensional nonparanormal graphical models Lingzhou Xue H. Zou 109 263 0 13 Feb 2013
High Dimensional Semiparametric Gaussian Copula Graphical Models Han Liu Fang Han M. Yuan John D. Lafferty Larry A. Wasserman 84 407 0 10 Feb 2012
A Direct Estimation Approach to Sparse Linear Discriminant Analysis Tony Cai Weidong Liu 63 282 0 18 Jul 2011
Sparse linear discriminant analysis by thresholding for high dimensional data J. Shao Yazhen Wang Xinwei Deng Sijian Wang 97 235 0 18 May 2011
A ROAD to Classification in High Dimensional Space Jianqing Fan Yang Feng X. Tong 102 196 0 28 Nov 2010
$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 245 874 0 21 Nov 2008
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 538 465 0 17 Aug 2007