Strategic Classification Has a Missing Lever: Audit Risk
Strategic classification with a second lever: alongside the classifier, the decision maker designs which features get audited and how hard, which changes what is worth gaming.
Strategic classification with a second lever: alongside the classifier, the decision maker designs which features get audited and how hard, which changes what is worth gaming.
This paper proposes a strategic classification model that considers behavioral biases in human responses to algorithms.