2 papers
cs.LG2025
Learning Classifiers That Induce Markets
Yonatan Sommer, Ivri Hikri, Lotan Amit +1
When learning is used to inform decisions about humans, such as for loans, hiring, or admissions, this can incentivize users to strategically modify their features, at a cost, to o…
cs.LG2024
Classification Under Strategic Self-Selection
Guy Horowitz, Yonatan Sommer, Moran Koren +1
When users stand to gain from certain predictions, they are prone to act strategically to obtain favorable predictive outcomes. Whereas most works on strategic classification consi…