Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding

Keith Barnatchez, Kevin P. Josey, Rachel C. Nethery +1

Data-driven decision making frequently relies on predicting counterfactual outcomes. In practice, researchers commonly train counterfactual prediction models on a source dataset to…