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

1 code implementation • 19 Apr 2023 • Edward A. Small, Kacper Sokol, Daniel Manning, Flora D. Salim, Jeffrey Chan

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

Fairness