Fused Multiple Graphical Lasso

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Fused Multiple Graphical Lasso

10 September 2012

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Papers citing "Fused Multiple Graphical Lasso"

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Title
Learning the hub graphical Lasso model with the structured sparsity via an efficient algorithm Chengjing Wang Peipei Tang Wen-Bin He Meixia Lin 68 0 0 17 Aug 2023
Practical Inexact Proximal Quasi-Newton Method with Global Complexity Analysis K. Scheinberg Xiaocheng Tang 78 82 0 26 Nov 2013
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation Cho-Jui Hsieh Mátyás A. Sustik Inderjit S. Dhillon Pradeep Ravikumar 66 344 0 13 Jun 2013
A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions Quoc Tran-Dinh Anastasios Kyrillidis Volkan Cevher 64 29 0 08 Jan 2013
Proximal Newton-type methods for minimizing composite functions Jason D. Lee Yuekai Sun M. Saunders 84 305 0 07 Jun 2012
The Graphical Lasso: New Insights and Alternatives Rahul Mazumder Trevor Hastie 101 289 0 23 Nov 2011
Exact covariance thresholding into connected components for large-scale Graphical Lasso Rahul Mazumder Trevor Hastie 100 232 0 18 Aug 2011
Sparse Inverse Covariance Selection via Alternating Linearization Methods K. Scheinberg Shiqian Ma D. Goldfarb CML 162 198 0 30 Oct 2010
Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models Han Liu Kathryn Roeder Larry A. Wasserman 118 485 0 16 Jun 2010
An Augmented Lagrangian Approach for Sparse Principal Component Analysis Zhaosong Lu Yong Zhang 89 127 0 13 Jul 2009
Adaptive First-Order Methods for General Sparse Inverse Covariance Selection Zhaosong Lu 76 49 0 04 Apr 2009
Smooth Optimization Approach for Sparse Covariance Selection Zhaosong Lu 94 30 0 04 Apr 2009
Estimating time-varying networks Mladen Kolar Le Song Amr Ahmed Eric Xing AI4TS 122 312 0 30 Dec 2008