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Fairness Rising from the Ranks: HITS and PageRank on Homophilic Networks
In this paper, we investigate the conditions under which link analysis algorithms prevent minority groups from reaching high ranking slots.
AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI
As AI technology advances rapidly, concerns over the risks of bigness in digital markets are also growing.
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
Decision-making systems increasingly orchestrate our world: how to intervene on the algorithmic components to build fair and equitable systems is therefore a question of utmost importance; one that is substantially complicated by the context-dependent nature of fairness and discrimination.
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