DROP: Distributionally Robust Optimization for Multi-task Learning in Graphical Models

Canruo Shen, Xintong Ji, Qiong Li +2

Gaussian Graphical Models (GGMs) are widely used to infer conditional dependence structures in high-dimensional data. However, standard precision matrix estimators are highly sensi…