Afaf Taïk

Fairness in Federated Learning: Fairness for Whom?

2025 · arXiv (Cornell University)

Fairness in federated learning has emerged as a rapidly growing area of research, with numerous works proposing formal definitions and algorithmic interventions. Yet, despite this technical progress, fairness in FL is often defined and evaluated …