High Dimensional Semiparametric Gaussian Copula Graphical Models

High Dimensional Semiparametric Gaussian Copula Graphical Models

10 February 2012

John D. Lafferty

Larry A. Wasserman

Papers citing "High Dimensional Semiparametric Gaussian Copula Graphical Models"

18 / 18 papers shown

Title
Entropic covariance models Piotr Zwiernik 12 2 0 06 Jun 2023
Inference for heavy-tailed data with Gaussian dependence Bikramjit Das 13 1 0 09 May 2023
Structure Learning in Graphical Models from Indirect Observations Hang Zhang Afshin Abdi Faramarz Fekri CML 13 0 0 06 May 2022
Limiting spectral distribution of large dimensional Spearman's rank correlation matrices Zeyu Wu Cheng-Long Wang 23 10 0 23 Dec 2021
The Dual PC Algorithm and the Role of Gaussianity for Structure Learning of Bayesian Networks Enrico Giudice Jack Kuipers G. Moffa CML 56 5 0 16 Dec 2021
Generating Multivariate Load States Using a Conditional Variational Autoencoder Chenguang Wang Ensieh Sharifnia Zhi Gao Simon Tindemans Peter Palensky 22 22 0 21 Oct 2021
Joint Functional Gaussian Graphical Models Ilias Moysidis Bing Li 19 3 0 13 Oct 2021
Differential Network Analysis: A Statistical Perspective Ali Shojaie 20 48 0 09 Mar 2020
Nonparametric Density Estimation for High-Dimensional Data - Algorithms and Applications Zhipeng Wang D. W. Scott 14 69 0 30 Mar 2019
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting Rebecca E. Morrison Ricardo Baptista Youssef Marzouk CML 14 26 0 02 Nov 2017
Dependence Modeling in Ultra High Dimensions with Vine Copulas and the Graphical Lasso D. Müller C. Czado 13 15 0 15 Sep 2017
Quantile Graphical Models: Prediction and Conditional Independence with Applications to Systemic Risk A. Belloni Mingli Chen Victor Chernozhukov 13 7 0 01 Jul 2016
Network Maximal Correlation S. Feizi A. Makhdoumi K. Duffy Muriel Médard Manolis Kellis 13 12 0 15 Jun 2016
High-dimensional consistency in score-based and hybrid structure learning Preetam Nandy Alain Hauser Marloes H. Maathuis 26 128 0 09 Jul 2015
Sufficient Forecasting Using Factor Models Jianqing Fan Lingzhou Xue Jiawei Yao AI4TS 24 76 0 27 May 2015
Multi-task Sparse Structure Learning A. Gonçalves Puja Das Soumyadeep Chatterjee V. Sivakumar F. J. Zuben A. Banerjee 22 40 0 01 Sep 2014
Challenges of Big Data Analysis Jianqing Fan Fang Han Han Liu 65 1,277 0 07 Aug 2013
The Nonparanormal SKEPTIC Han Liu Fang Han M. Yuan John D. Lafferty Larry A. Wasserman 43 192 0 27 Jun 2012