conftrace_

precision matrix

58 papers

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Co-occurring keywords

graphical model (864) gaussian graphical model (106) sparse estimation (88) precision matrix estimation (27) sparse optimization (246) graphical lasso (31) bayesian inference (1907) inverse covariance (20) covariance estimation (98) sparse regression (175)

Papers

A Block-Coordinate Descent Approach for Large-scale Sparse Inverse Covariance Estimation NIPS 2014
The Bigraphical Lasso ICML 2013
Adaptive Sparsity in Gaussian Graphical Models ICML 2013
Sparse Inverse Covariance Estimation with Calibration NIPS 2013
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation NIPS 2012
High-dimensional Covariance Estimation Based On Gaussian Graphical Models JMLR 2011
Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models NIPS 2009
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008