Improving the Graphical Lasso Estimation for the Precision Matrix Through Roots of the Sample Covariance Matrix

This article proposes a simple improvement of the graphical Lasso (glasso) framework that is able to attain better statistical performance without increasing significantly the computational cost and shows that the proposed modification improves the glasso procedure.