2 papers
cs.AI2026
"I think this is fair": Uncovering the Complexities of Stakeholder Decision-Making in AI Fairness Assessment
Lin Luo, Yuri Nakao, Mathieu Chollet +2
Assessing fairness in artificial intelligence (AI) typically involves AI experts who select protected features, fairness metrics, and set fairness thresholds to assess outcome fair…
cs.CY2026
Empowering Affected Individuals to Shape AI Fairness Assessments: Processes, Criteria, and Tools
Lin Luo, Satwik Ghanta, Yuri Nakao +2
AI systems are increasingly used in high-stakes domains such as credit rating, where fairness concerns are critical. Existing fairness assessments are typically conducted by AI exp…