Fairness without demographics in human-centered federated learning

S Roy, H Sharma, A Salekin - arXiv preprint arXiv:2404.19725, 2024 - arxiv.org
Federated learning (FL) enables collaborative model training while preserving data privacy,
making it suitable for decentralized human-centered AI applications. However, a significant …