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2308.09596
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Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification
18 August 2023
Arpit Merchant
Carlos Castillo
Re-assign community
ArXiv
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Papers citing
"Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification"
2 / 2 papers shown
Title
Rethinking Fair Graph Neural Networks from Re-balancing
Zhixun Li
Yushun Dong
Qiang Liu
Jeffrey Xu Yu
31
7
0
16 Jul 2024
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
207
2,087
0
24 Oct 2016
1