Causal normalizing flows: from theory to practice

Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera

In this work, we deepen on the use of normalizing flows for causal reasoning. Specifically, we first leverage recent results on non-linear ICA to show that causal models are identi…