Learning Functional Causal Models with Generative Neural Networks

Olivier Goudet, Diviyan Kalainathan, Philippe Caillou +3

We introduce a new approach to functional causal modeling from observational data, called Causal Generative Neural Networks (CGNN). CGNN leverages the power of neural networks to l…