2 papers
cs.LG2025
When In Doubt, Abstain: The Impact of Abstention on Strategic Classification
Lina Alkarmi, Ziyuan Huang, Mingyan Liu
Algorithmic decision making is increasingly prevalent, but often vulnerable to strategic manipulation by agents seeking a favorable outcome. Prior research has shown that classifie…
cs.CR2025
Realigning Incentives to Build Better Software: a Holistic Approach to Vendor Accountability
Gergely Biczók, Sasha Romanosky, Mingyan Liu
In this paper, we ask the question of why the quality of commercial software, in terms of security and safety, does not measure up to that of other (durable) consumer goods we have…