Neural Additive Vector Autoregression Models for Causal Discovery in Time Series

Bart Bussmann, Jannes Nys, Steven Latré

Causal structure discovery in complex dynamical systems is an important challenge for many scientific domains. Although data from (interventional) experiments is usually limited, l…