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Einblick - Fairness in Graph Neural Networks
BeMap: Balanced Message Passing for Fair Graph Neural Network
メッセージパッシングにおけるバイアスの増幅と公平なメッセージパッシング方法の提案
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
Introducing FairSIN, a neutralization-based strategy for fair GNNs, incorporating extra features to address sensitive biases.
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