2 papers
cs.LG2026
Ambiguous Strategic Classification
Ivri Hikri, Nir Rosenfeld
A common assumption in strategic classification is that the classifier is public knowledge. However, it remains unclear whether, and why, a system would choose to commit to full di…
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…