Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity

Parinthorn Manomaisaowapak, Jitkomut Songsiri

This paper considers joint learning of multiple sparse Granger graphical models to discover underlying common and differential Granger causality (GC) structures across multiple tim…