FedFMD: Fairness-Driven Adaptive Aggregation in Federated Learning via Mahalanobis Distance.

@inproceedings{weng-2025-fedfmd, author = {Xiuting Weng and Lixing Yu and Shaojie Zhan and Ruizhi Pu and Xiaofei Liu}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{FedFMD: Fairness-Driven Adaptive Aggregation in Federated Learning via Mahalanobis Distance}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {3312--3322}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761316}, doi = {https://doi.org/10.1145/3746252.3761316} }