Effective Learning of a GMRF Mixture Model

18 May 2020

Papers citing "Effective Learning of a GMRF Mixture Model"

10 / 10 papers shown

Title
Structure Learning of Sparse GGMs over Multiple Access Networks Mostafa Tavassolipour Armin Karamzade Reza Mirzaeifard S. Motahari M. M. Manzuri Shalmani 127 2 0 26 Dec 2018
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss Cheng-Long Wang Binyan Jiang 101 25 0 12 Nov 2018
External Patch-Based Image Restoration Using Importance Sampling Milad Niknejad J. Bioucas-Dias Mário A. T. Figueiredo 34 8 0 09 Jul 2018
Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion Richard Y. Zhang Salar Fattahi Somayeh Sojoudi 50 30 0 14 Feb 2018
A multilevel framework for sparse optimization with application to inverse covariance estimation and logistic regression Eran Treister Javier S. Turek I. Yavneh 23 14 0 01 Jul 2016
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection Sang-Yun Oh Onkar Dalal Kshitij Khare B. Rajaratnam 126 27 0 12 Sep 2014
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures Martin Azizyan Aarti Singh Larry A. Wasserman 63 22 0 09 Jun 2014
Inverse Covariance Estimation for High-Dimensional Data in Linear Time and Space: Spectral Methods for Riccati and Sparse Models Jean Honorio Tommi Jaakkola 46 25 0 26 Sep 2013
High dimensional Sparse Gaussian Graphical Mixture Model A. Lotsi E. Wit 51 12 0 15 Aug 2013
High-dimensional covariance estimation based on Gaussian graphical models Shuheng Zhou Philipp Rütimann Min Xu Peter Buhlmann 429 91 0 02 Sep 2010