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From Network Inequality to Network Fairness: A Perspective on Responsible Decision-Making
computers-and-societyj-4k-4-1k-4-2machine-learningphysics-and-societysocial-and-information-networks
Social networks shape how individuals make decisions and how opportunities are distributed. However, the mechanisms that generate these networks often reflect pre-existing inequalities, and technologies that rely on network-derived signals risk further amplifying such disparities. Algorithmic fairne
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