Causal Generative Neural Networks

Olivier Goudet, Diviyan Kalainathan, Philippe Caillou +3

We present Causal Generative Neural Networks (CGNNs) to learn functional causal models from observational data. CGNNs leverage conditional independencies and distributional asymmet…