Consistent Estimators for Learning to Defer to an Expert

Hussein Mozannar, David A. Sontag

Abstract: Learning algorithms are often used in conjunction with expert decision makers in practical scenarios, however this fact is largely ignored when designing these algorithms. In this paper we explore ...