Sparse Inverse Covariance Estimation for Chordal Structures

Salar Fattahi, Richard Y. Zhang, Somayeh Sojoudi

In this paper, we consider the Graphical Lasso (GL), a popular optimization problem for learning the sparse representations of high-dimensional datasets, which is well-known to be…