Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure.

Beilun Wang, Arshdeep Sekhon, Yanjun Qi

Abstract: We focus on the problem of estimating the change in the dependency structures of two $p$-dimensional Gaussian Graphical models (GGMs). Previous studies for sparse change estimation in GGMs involve ...