Yatong Chen

Linear Classifiers that Encourage Constructive Adaptation

2020 · arXiv (Cornell University)

Machine learning systems are often used in settings where individuals adapt their features to obtain a desired outcome. In such settings, strategic behavior leads to a sharp loss in model performance in deployment. In this …