Fast and Accurate Graph Learning for Huge Data via Minipatch Ensembles

Tianyi Yao, Minjie Wang, Genevera I. Allen

Gaussian graphical models provide a powerful framework for uncovering conditional dependence relationships between sets of nodes; they have found applications in a wide variety of…