Fast learning of scale-free networks based on Cholesky factorization

Vladisav Jelisavcic, Ivan Stojkovic, Veljko Milutinovic, Zoran Obradovic

Abstract: Recovering network connectivity structure from high‐dimensional observations is of increasing importance in statistical learning applications. A prominent approach is to learn a Sparse Gaussian Marko...