Learning Risk Scores Robust to Unobserved Confounders

Ryan Edmonds, Yingxiao Ye, Sina Aghaei +3

We consider the problem of learning risk scores to prioritize individuals for scarce resources or interventions, from historical observational data affected by unobserved confoundi…