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Erich Prem

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#machine learning Preprint Sep 2026

From Network Inequality to Network Fairness: A Perspective on Responsible Decision-Making

It is shown that network biases are not inherently harmful or beneficial, and called for a holistic, networked approach to fairness that moves beyond static group categories and recognizes the dynamic, relational, and structural nature of inequality.

Lisette Espín-Noboa, Tina Eliassi-Rad, Pak-Hang Wong et al. · 0 citations

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