Learning Gaussian Graphical Models with Ordered Weighted L1 Regularization

Cody Mazza-Anthony, Bogdan Mazoure, Mark Coates

We address the task of identifying densely connected subsets of multivariate Gaussian random variables within a graphical model framework. We propose two novel estimators based on…