Learning Gaussian Graphical Models Using Discriminated Hub Graphical Lasso

Zhen Li, Jingtian Bai, Weilian Zhou

We develop a new method called Discriminated Hub Graphical Lasso (DHGL) based on Hub Graphical Lasso (HGL) by providing prior information of hubs. We apply this new method in two s…