Breaking the Dyadic Barrier: Rethinking Fairness in Link Prediction Beyond Demographic Parity

João Mattos, Debolina Halder Lina, Arlei Silva

Link prediction is a fundamental task in graph machine learning with applications, ranging from social recommendation to knowledge graph completion. Fairness in this setting is cri…