Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection

Shiqian Ma, Lingzhou Xue, Hui Zou

Chandrasekaran, Parrilo and Willsky (2010) proposed a convex optimization problem to characterize graphical model selection in the presence of unobserved variables. This convex opt…