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Fairness & Bias

Group and individual criteria, impossibility results, measurement under missing attributes, and mitigation costs.

5concepts
60flashcards
36minutes of reading
Start with Where Bias Enters the Pipeline Drill the deck
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  1. 01 Where Bias Enters the Pipeline The six distinct points at which disparity is introduced, why calling them all "biased data" prevents fixing them, and which stage each mitigation actually addresses. intermediate 7m 12 cards