2 citations · 2 across the 4 of their papers we have counts for
4 papers
Sequential Strategic Classification with Multi-Stage Selective Classifiers
Ziyuan Huang, Lina Alkarmi, Mingyan Liu
Strategic classification studies the problem where self-interested individuals or agents manipulate their response to obtain favorable decision outcomes made by classifiers, typica…
Multi-Level Strategic Classification: Incentivizing Improvement through Promotion and Relegation Dynamics
Ziyuan Huang, Lina Alkarmi, Mingyan Liu
Strategic classification studies the problem where self-interested individuals or agents manipulate their response to obtain favorable decision outcomes made by classifiers, typica…
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…
Incentivizing Secure Software Development: the Role of Voluntary Audit and Liability Waiver
Ziyuan Huang, Gergely Biczók, Mingyan Liu
Misaligned incentives in secure software development have long been the focus of research in the economics of security. Product liability, a powerful legal framework in other indus…