Treatment Targeting by AUUC Maximization with Generalization Guarantees

Artem Betlei, Eustache Diemert, Massih-Reza Amini

We consider the task of optimizing treatment assignment based on individual treatment effect prediction. This task is found in many applications such as personalized medicine or ta…