Demographic Parity Tails for Regression

Naht Sinh Le, Christophe Denis, Mohamed Hebiri

Demographic parity (DP) is a widely studied fairness criterion in regression, enforcing independence between the predictions and sensitive attributes. However, constraining the ent…