Concomitant DAG Learning: On the Roles of Noise Adaptivity, Sparsity, and Non-negativity

Gonzalo Mateos, Samuel Rey, Hamed Ajorlou +1

Directed acyclic graphs (DAGs) constitute a central modeling tool to enable principled reasoning about cause-effect interactions in complex systems. However, since the causal struc…