Learning Gaussian Graphical Models with Observed or Latent FVSs

Ying Liu, Alan S. Willsky

Gaussian Graphical Models (GGMs) or Gauss Markov random fields are widely used in many applications, and the trade-off between the modeling capacity and the efficiency of learning…