Fair Generalized Linear Models with a Convex Penalty

1 code implementation • 18 Jun 2022 • Hyungrok Do, Preston Putzel, Axel Martin, Padhraic Smyth, Judy Zhong

In addition, we demonstrate that the fair GLM can generate fair predictions for a range of response variables, other than binary and continuous outcomes.

Binary Classification Fairness