Simultaneous Clustering and Estimation of Heterogeneous Graphical Models

Simultaneous Clustering and Estimation of Heterogeneous Graphical Models

28 November 2016

Papers citing "Simultaneous Clustering and Estimation of Heterogeneous Graphical Models"

15 / 15 papers shown

Title
Clusterpath Gaussian Graphical Modeling Daniel J. W. Touw A. Alfons Patrick J. F. Groenen I. Wilms 79 0 0 30 Jun 2024
Estimation of High-Dimensional Markov-Switching VAR Models with an Approximate EM Algorithm Xiudi Li Abolfazl Safikhani Ali Shojaie 132 2 0 14 Oct 2022
Joint Estimation of Precision Matrices in Heterogeneous Populations Takumi Saegusa Ali Shojaie 158 56 0 02 Jan 2016
Regularized EM Algorithms: A Unified Framework and Statistical Guarantees Xinyang Yi Constantine Caramanis 50 81 0 27 Nov 2015
Identifiability and optimal rates of convergence for parameters of multiple types in finite mixtures Nhat Ho X. Nguyen 37 4 0 11 Jan 2015
Statistical guarantees for the EM algorithm: From population to sample-based analysis Sivaraman Balakrishnan Martin J. Wainwright Bin Yu 244 477 0 09 Aug 2014
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing Yuchen Zhang Xi Chen Dengyong Zhou Michael I. Jordan FedML 90 386 0 15 Jun 2014
Robust Hierarchical Clustering Maria-Florina Balcan Yingyu Liang Pramod Gupta NoLa 38 141 0 01 Jan 2014
Joint Estimation of Multiple Graphical Models from High Dimensional Time Series Huitong Qiu Fang Han Han Liu B. Caffo 84 97 0 01 Nov 2013
Joint estimation of sparse multivariate regression and conditional graphical models Junhui Wang 37 37 0 19 Jun 2013
Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive Estimation T. Tony Cai Weidong Liu Harrison H. Zhou 99 208 0 12 Dec 2012
Convergence of latent mixing measures in finite and infinite mixture models X. Nguyen 96 184 0 15 Sep 2011
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 408 1,378 0 13 Oct 2010
Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs Ali Shojaie George Michailidis CML 133 200 0 28 Nov 2009
Covariance regularization by thresholding Peter J. Bickel Elizaveta Levina 183 1,272 0 20 Jan 2009