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Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks
  for Node Classification

Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification

18 August 2023
Arpit Merchant
Carlos Castillo
ArXivPDFHTML

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
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
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
207
2,087
0
24 Oct 2016
1