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Fairness without Demographics

technology1 mentionslast seen Sep 24, 2026

Concept of promoting fairness without requiring demographic or sensitive attribute information.

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CurvFedimplementsFairness without Demographics92% confidence1 source

Fairness without Demographics

Relationship

CurvFedimplementsFairness without Demographics

92% confidence1 supporting mentions

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preprintarXivSep 23, 2026CurvFed: Curvature-Aligned Federated Learning for Fairness without Demographics
CurvFed: Curvature Aligned Federated Learning for Fairness without Demographics, a theoretically grounded framework that promotes fairness in FL without requiring any demographic or sensitive attribute information, a concept termed Fairness without Demographics (FWD)