arxivcs.LGcs.GT2026-06-29
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 they receive (at a cost to the algorithm). The growing literature on strategic classification seeks t…