5 citations · 5 across the 2 of their papers we have counts for
2 papers
stat.ME2023★ 5 cited
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning
Kwangho Kim, José R. Zubizarreta
We propose a simple and general framework for nonparametric estimation of heterogeneous treatment effects under fairness constraints. Under standard regularity conditions, we show…
cs.LG2023
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…