Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data

Samuel Rey, Ernesto Curbelo, Luca Martino +2

This work addresses the problem of graph learning from data following a Gaussian Graphical Model (GGM) with a time-varying mean. Graphical Lasso (GL), the standard method for estim…