Probabilistic Modelling is Sufficient for Causal Inference

Bruno Mlodozeniec, David Krueger, Richard E. Turner

Causal inference is a key research area in machine learning, yet confusion reigns over the tools needed to tackle it. There are prevalent claims in the machine learning literature…