FairProp: Fair Node Representation Learning via Differentiable Propagation Layers
cs.LG, cs.SI
Submitted: 2026-10-05
Updated: 2026-10-05
Terminology
Sources
- Predict then Propagate: Graph Neural Networks meet Personalized PageRank
- Inductive Representation Learning on Large Graphs
- FairRARI: A Plug and Play Framework for Fairness-Aware PageRank
- Semi-Supervised Classification with Graph Convolutional Networks
- FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing
- Graph Attention Networks
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