Taking Advantage of Multitask Learning for Fair Classification

Luca Oneto, Michele Donini, Amon Elders +1

A central goal of algorithmic fairness is to reduce bias in automated decision making. An unavoidable tension exists between accuracy gains obtained by using sensitive information…