most citedEqualised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness

9 citations · 9 across the 1 of their papers we have counts for

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1 paper

cs.LG2023★ 9 cited

Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness

Edward A. Small, Kacper Sokol, Daniel Manning +2

Group fairness is achieved by equalising prediction distributions between protected sub-populations; individual fairness requires treating similar individuals alike. These two obje…