Fair Generalized Linear Models with a Convex Penalty

Hyungrok Do, Preston Putzel, Axel Martin +2

Despite recent advances in algorithmic fairness, methodologies for achieving fairness with generalized linear models (GLMs) have yet to be explored in general, despite GLMs being w…