Profit-Aligned CATE Estimation: Reconciling Policy Learning and Inference

Artem Timoshenko, Caio Waisman

We propose a framework that aligns Conditional Average Treatment Effect (CATE) estimation with profit maximization. Our method recognizes that, for customers with extreme treatment…