pISTA: preconditioned Iterative Soft Thresholding Algorithm for Graphical Lasso

Gal Shalom, Eran Treister, Irad Yavneh

We propose a novel quasi-Newton method for solving the sparse inverse covariance estimation problem also known as the graphical least absolute shrinkage and selection operator (GLA…