Demographic coherence is a new necessary-condition privacy definition, and the paper proves differential privacy implies it and gives parameter conversions.
Stabilit y is stable: Connections between replicability, privacy, and adaptive generalization
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Enforcing Demographic Coherence: A Harms Aware Framework for Reasoning about Private Data Release
Demographic coherence is a new necessary-condition privacy definition, and the paper proves differential privacy implies it and gives parameter conversions.