2022
Generalized Strategic Classification and the Case of Aligned Incentives
ICML 2022oral
Strategic classification studies learning in settings where self-interested users can strategically modify their features to obtain favorable predictive outcomes. A key working assumption, however, is that “favorable” always means “positive”; this may be appropriate in some applications (e.g., loan…