Robust Identification of "Sparse Plus Low-rank" Graphical Models: An Optimization Approach

Valentina Ciccone, Augusto Ferrante, Mattia Zorzi

Motivated by graphical models, we consider the "Sparse Plus Low-rank" decomposition of a positive definite concentration matrix -- the inverse of the covariance matrix. This is a c…