Robust Strategic Classification under Decision-Dependent Cost Uncertainty

Sura Alhanouti, Güzin Bayraksan, Parinaz Naghizadeh

Humans facing algorithmic decision systems have been found to ``game'' them by altering their input data (at a cost to them) in order to favorably change the algorithmic outcomes t…