CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training

Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis +1

We propose an adversarial training procedure for learning a causal implicit generative model for a given causal graph. We show that adversarial training can be used to learn a gene…