G-AMA: Sparse Gaussian graphical model estimation via alternating minimization

Onkar Dalal, Bala Rajaratnam

Several methods have been recently proposed for estimating sparse Gaussian graphical models using ${\ell }_1$ regularization on the inverse covariance matrix. Despite recent advance…