Learning Causal Graphs via Monotone Triangular Transport Maps

Sina Akbari, Luca Ganassali, Negar Kiyavash

We study the problem of causal structure learning from data using optimal transport (OT). Specifically, we first provide a constraint-based method which builds upon lower-triangula…