Sparse Inverse Covariance Selection via Alternating Linearization Methods

Katya Scheinberg, Shiqian Ma, Donald Goldfarb

Gaussian graphical models are of great interest in statistical learning. Because the conditional independencies between different nodes correspond to zero entries in the inverse co…