Model Transferability with Responsive Decision Subjects

Yatong Chen, Zeyu Tang, Kun Zhang, Yang Liu

Abstract: Given an algorithmic predictor that is accurate on some source population consisting of strategic human decision subjects, will it remain accurate if the population respond to it? In our setting, a...