Fairness Through Controlled (Un)Awareness in Node Embeddings

Dennis Vetter, Jasper Forth, Gemma Roig +1

Graph representation learning is central for the application of machine learning (ML) models to complex graphs, such as social networks. Ensuring `fair' representations is essentia…