Bayesian Scalable Precision Factor Analysis for Massive Sparse Gaussian Graphical Models

Noirrit Kiran Chandra, Peter Mueller, Abhra Sarkar

We propose a novel approach to estimating the precision matrix of multivariate Gaussian data that relies on decomposing them into a low-rank and a diagonal component. Such decompos…