conftrace_

graphical lasso

31 papers

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Also known as

GLASSO GL

Co-occurring keywords

gaussian graphical model (106) graphical model (864) precision matrix (58) convex optimization (1321) sparse inverse covariance (23) sparse optimization (246) sparse precision matrix (8) precision matrix estimation (27) inverse covariance matrix (13) conditional independence (113)

Papers

The Bigraphical Lasso ICML 2013
The huge Package for High-dimensional Undirected Graph Estimation in R JMLR 2012
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses NIPS 2012
Structured Learning of Gaussian Graphical Models NIPS 2012
Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso JMLR 2012
Extended Bayesian Information Criteria for Gaussian Graphical Models NIPS 2010