Search Results for author: Preston Putzel

Found 2 papers, 2 papers with code

Fair Generalized Linear Models with a Convex Penalty

1 code implementation18 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

Blackbox Post-Processing for Multiclass Fairness

1 code implementation12 Jan 2022 Preston Putzel, Scott Lee

This has motivated the development of various approaches to fair classification with machine learning models in recent years.

BIG-bench Machine Learning Binary Classification +2

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