Overgeneralization in Fair Machine Learning: Why Identities Matter

The study presented at ACM FAccT 2025 warns that using interchangeable fairness metrics for race, gender, ability, and age can miss unique harms; the preprint debuted on May 7 2025. Read more: getnews.me/overgeneralization-in-fa... #fairml #facc2025