TowerDebias averages predictions over the sensitive attribute using the Tower Property, but its claimed fairness-improvement theorem is not proven and is false as stated.
Optimized pre-processing for discrimination prevention
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TowerDebias: A Novel Unfairness Removal Method Based on the Tower Property
TowerDebias averages predictions over the sensitive attribute using the Tower Property, but its claimed fairness-improvement theorem is not proven and is false as stated.