P4.09
Algorithmic Fairness and Disparate Impact
Cards in this group · 4
- P4.09.1Dropping sensitive attributes does not equal equal outcomes
- P4.09.2Proxy variables re-introduce excluded attributes into models
- P4.09.3Feedback loops amplify small initial disparities
- P4.09.4Disparate impact is judged by outcome distributions, not intent