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Fast Component Pursuit for Large-Scale Inverse Covariance Estimation

The maximum likelihood estimation (MLE) for the Gaussian graphical model, which is also known as the inverse covariance estimation problem, has gained increasing interest recently. Most existing works assume that inverse covariance estimators contain sparse structure and then construct models with t...

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Podrobná bibliografie
Vydáno v:KDD
Hlavní autoři: Han, Lei, Zhang, Yu, Zhang, Tong
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5455800/
https://ncbi.nlm.nih.gov/pubmed/28580192
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/2939672.2939851
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