cs.LG, stat.ML

Demographic Parity Tails for Regression

arXiv:2604.02017v1 Announce Type: cross
Abstract: Demographic parity (DP) is a widely studied fairness criterion in regression, enforcing independence between the predictions and sensitive attributes. However, constraining the entire distribution can …