DAG-WGAN: Causal Structure Learning With Wasserstein Generative Adversarial Networks

Hristo Petkov, Colin Hanley, Feng Dong

The combinatorial search space presents a significant challenge to learning causality from data. Recently, the problem has been formulated into a continuous optimization framework…