Reliable and Reproducible Demographic Inference for Fairness in Face Analysis

Alexandre Fournier-Montgieux, Hervé Le Borgne, Adrian Popescu +1

Fairness evaluation in face analysis systems (FAS) typically depends on automatic demographic attribute inference (DAI), which itself relies on predefined demographic segmentation.…