A Canonical Data Transformation for Achieving Inter- and Within-group Fairness

Zachary McBride Lazri, Ivan Brugere, Xin Tian +4

Increases in the deployment of machine learning algorithms for applications that deal with sensitive data have brought attention to the issue of fairness in machine learning. Many…