Kou, Wei-Bin

PraFFL: A Preference-Aware Scheme in Fair Federated Learning

2024 · arXiv (Cornell University)

Fairness in federated learning has emerged as a critical concern, aiming to develop an unbiased model among groups (e.g., male or female) of diverse sensitive features. However, there is a trade-off between model performance and …