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06/08/2023
On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks
Research on GNNs has highlighted a relationship between high homophily (...
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09/12/2022
It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games
Existing efforts to formulate computational definitions of fairness have...
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10/10/2020
Reflexive Design for Fairness and Other Human Values in Formal Models
Algorithms and other formal models that incorporate human values like fa...
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04/07/2020