Doubly Robust Counterfactual Classification

Kwangho Kim, Edward H. Kennedy, José R. Zubizarreta

We study counterfactual classification as a new tool for decision-making under hypothetical (contrary to fact) scenarios. We propose a doubly-robust nonparametric estimator for a g…