L0 Sparse Inverse Covariance Estimation

5 August 2014

Papers citing "L0 Sparse Inverse Covariance Estimation"

11 / 11 papers shown

Title
$$\ell_0$ factor analysis$ $\ell_0$ factor analysis Linyang Wang Wanquan Liu Bin Zhu 147 2 0 13 Nov 2024
Sparse sketches with small inversion bias Michal Derezinski Zhenyu Liao Yan Sun Michael W. Mahoney 107 22 0 21 Nov 2020
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood Ziwen An Leah F. South Christopher C. Drovandi 34 12 0 25 Jul 2019
Certifiably Optimal Sparse Inverse Covariance Estimation Dimitris Bertsimas Jourdain Lamperski J. Pauphilet 64 13 0 25 Jun 2019
Learning Directed Graphical Models from Gaussian Data Katherine E. Fitch 90 10 0 19 Jun 2019
A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning Fei Wen L. Chu Peilin Liu Robert C. Qiu 77 153 0 16 Aug 2018
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 103 64 0 17 May 2018
A Coordinate-wise Optimization Algorithm for Sparse Inverse Covariance Selection Ganzhao Yuan Haoxian Tan Weishi Zheng 16 5 0 19 Nov 2017
Semiblind subgraph reconstruction in Gaussian graphical models T. Xie Sijia Liu Alfred Hero 18 1 0 15 Nov 2017
Regularized estimation of linear functionals of precision matrices for high-dimensional time series Xiaohui Chen Mengyu Xu Wei Biao Wu 89 25 0 11 Jun 2015
Asymptotic normality and optimalities in estimation of large Gaussian graphical models Zhao Ren Tingni Sun Cun-Hui Zhang Harrison H. Zhou 190 247 0 24 Sep 2013