Sparse Gaussian graphical model estimation via alternating minimization

Author:

Dalal Onkar,Rajaratnam Bala

Publisher

Oxford University Press (OUP)

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,General Agricultural and Biological Sciences,Agricultural and Biological Sciences (miscellaneous),General Mathematics,Statistics and Probability

Reference24 articles.

1. Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data;J. Mach. Learn. Res.,2008

2. Network biology: Understanding the cell’s functional organization;Nature Rev. Genet.,2004

3. Uncertainty estimates in regional and global observed temperature changes: A new data set from 1850;J. Geophys. Res.,2006

4. First-order methods for sparse covariance selection;SIAM J. Matrix Anal. Appl.,2008

5. Sparse inverse covariance estimation with the graphical lasso;Biostatistics,2008

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