Fairness requires causal, not merely correlational, criteria, and data management techniques can be used to detect and enforce such criteria.
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Data Management for Causal Algorithmic Fairness
Fairness requires causal, not merely correlational, criteria, and data management techniques can be used to detect and enforce such criteria.