Learning Latent Variable Gaussian Graphical Models

Zhaoshi Meng, Brian Eriksson, Alfred O. Hero III

Abstract: Gaussian graphical models (GGM) have been widely used in many high-dimensional applications ranging from biological and financial data to recommender systems. Sparsity in GGM plays a central role b...