Efficient Latent Variable Graphical Model Selection via Split Bregman Method

Gui-Bo Ye, Yuanfeng Wang, Yifei Chen +1

We consider the problem of covariance matrix estimation in the presence of latent variables. Under suitable conditions, it is possible to learn the marginal covariance matrix of th…