The Top 10 Kinds of Fairness
This is a recording of a ~20 minute talk proposing new research directions for the FAT (Fairness, Accountability, Transparency) technical community. It argues for an expansive definition of fairness that goes beyond “statistical” fairness or “comparative” fairness, and for automated monitoring for fairness as a research problem. Original title: “The Top 10 Threats to Fairness For Your Top 10 Ranking...