conftrace_

gaussian graphical model

106 papers

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Also known as

GGM

Co-occurring keywords

precision matrix (58) structure learning (341) graphical model (864) graphical lasso (31) sparse estimation (88) convex optimization (1321) precision matrix estimation (27) high-dimensional estimation (43) inverse covariance matrix (13) maximum likelihood estimation (233)

Papers

Computing Maximum Likelihood Estimates in Recursive Linear Models with Correlated Errors JMLR 2009
Sparse and Locally Constant Gaussian Graphical Models NIPS 2009
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008
Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis NIPS 2007
A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n JMLR 2006
Walk-Sums and Belief Propagation in Gaussian Graphical Models JMLR 2006