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1 paper

stat.ML2021

Statistical Guarantees for Fairness Aware Plug-In Algorithms

Drona Khurana, Srinivasan Ravichandran, Sparsh Jain +1

A plug-in algorithm to estimate Bayes Optimal Classifiers for fairness-aware binary classification has been proposed in (Menon & Williamson, 2018). However, the statistical efficac…