The Nonparanormal SKEPTIC

The Nonparanormal SKEPTIC

27 June 2012

John D. Lafferty

Larry A. Wasserman

Papers citing "The Nonparanormal SKEPTIC"

15 / 15 papers shown

Title
Entropic covariance models Piotr Zwiernik 14 2 0 06 Jun 2023
High-Dimensional Undirected Graphical Models for Arbitrary Mixed Data Konstantin Göbler Anne Miloschewski Mathias Drton S. Mukherjee 12 2 0 21 Nov 2022
Scalable Bigraphical Lasso: Two-way Sparse Network Inference for Count Data Sijia Li Martín López-García Neil D. Lawrence Luisa Cutillo 24 5 0 15 Mar 2022
A unified precision matrix estimation framework via sparse column-wise inverse operator under weak sparsity Zeyu Wu Cheng-Long Wang Weidong Liu 20 3 0 07 Jul 2021
High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes David Salinas Michael Bohlke-Schneider Laurent Callot Roberto Medico Jan Gasthaus AI4TS 14 221 0 07 Oct 2019
Nonparametric Density Estimation for High-Dimensional Data - Algorithms and Applications Zhipeng Wang D. W. Scott 14 69 0 30 Mar 2019
Learning non-parametric Markov networks with mutual information Janne Leppä-aho Santeri Räisänen Xiao Yang Teemu Roos 16 2 0 08 Aug 2017
An Exponential Inequality for U-Statistics under Mixing Conditions Fang Han 20 24 0 22 Sep 2016
Information Theoretic Structure Learning with Confidence Kevin R. Moon M. Noshad S. Y. Sekeh Alfred Hero 9 18 0 13 Sep 2016
Sufficient Forecasting Using Factor Models Jianqing Fan Lingzhou Xue Jiawei Yao AI4TS 24 76 0 27 May 2015
A General Framework for Mixed Graphical Models Eunho Yang Pradeep Ravikumar Genevera I. Allen Yulia Baker Ying-Wooi Wan Zhandong Liu 33 18 0 02 Nov 2014
High Dimensional Semiparametric Scale-Invariant Principal Component Analysis Fang Han Han Liu 31 16 0 18 Feb 2014
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 65 1,277 0 07 Aug 2013
High-dimensional Mixed Graphical Models Jie Cheng Tianxi Li Elizaveta Levina Ji Zhu 54 78 0 09 Apr 2013
Sparse Nonparametric Graphical Models John D. Lafferty Han Liu Larry A. Wasserman 47 64 0 04 Jan 2012