Learning Fair Graph Representations with Multi-view Information Bottleneck

Chuxun Liu, Debo Cheng, Qingfeng Chen +3

Graph neural networks (GNNs) excel on relational data by passing messages over node features and structure, but they can amplify training data biases, propagating discriminatory at…