A VAE-based Framework for Learning Multi-Level Neural Granger-Causal Connectivity

Jiahe Lin, Huitian Lei, George Michailidis

Granger causality has been widely used in various application domains to capture lead-lag relationships amongst the components of complex dynamical systems, and the focus in extant…