Reducing Population-level Inequality Can Improve Demographic Group Fairness: a Twitter Case Study

Avijit Ghosh, Tomo Lazovich, Kristian Lum +1

Many existing fairness metrics measure group-wise demographic disparities in system behavior or model performance. Calculating these metrics requires access to demographic informat…