
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


coremsg

bemap-balanced-message-passing-for-fair-graph-neural-network


BeMap: Balanced Message Passing for Fair Graph Neural Network



Introducing FairSIN, a neutralization-based strategy for fair GNNs, incorporating extra features to address sensitive biases.



FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
