Causal Machine Learning: A Survey and Open Problems

Jean Kaddour, Aengus Lynch, Qi Liu +2

Causal Machine Learning (CausalML) is an umbrella term for machine learning methods that formalize the data-generation process as a structural causal model (SCM). This perspective…