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cs.LG2022★ 2 cited
Error Parity Fairness: Testing for Group Fairness in Regression Tasks
Furkan Gursoy, Ioannis A. Kakadiaris
The applications of Artificial Intelligence (AI) surround decisions on increasingly many aspects of human lives. Society responds by imposing legal and social expectations for the…
cs.CY2022★ 7 cited
System Cards for AI-Based Decision-Making for Public Policy
Furkan Gursoy, Ioannis A. Kakadiaris
Decisions impacting human lives are increasingly being made or assisted by automated decision-making algorithms. Many of these algorithms process personal data for predicting recid…