most citedConvex Fairness Constrained Model Using Causal Effect Estimators

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Convex Fairness Constrained Model Using Causal Effect Estimators

Hikaru Ogura, Akiko Takeda

Recent years have seen much research on fairness in machine learning. Here, mean difference (MD) or demographic parity is one of the most popular measures of fairness. However, MD…