The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data

Amanda Gentzel, Dan Garant, David Jensen

Causal inference is central to many areas of artificial intelligence, including complex reasoning, planning, knowledge-base construction, robotics, explanation, and fairness. An ac…