27 citations · 50 across the 4 of their papers we have counts for
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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…
cs.LG2022★ 11 cited
Blackbox Post-Processing for Multiclass Fairness
Preston Putzel, Scott Lee
Applying standard machine learning approaches for classification can produce unequal results across different demographic groups. When then used in real-world settings, these inequ…