10 citations · 12 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 2 cited
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…
stat.AP2021★ 10 cited
Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations
Hyungrok Do, Shinjini Nandi, Preston Putzel +2
In data collection for predictive modeling, under-representation of certain groups, based on gender, race/ethnicity, or age, may yield less-accurate predictions for these groups. R…