RAFed: Responsive Augmentation and Approximate Update Method for Federated Learning with Non-IID Data.

@inproceedings{di-2026-rafed, author = {Yicheng Di and Zhanjie Zhang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{RAFed: Responsive Augmentation and Approximate Update Method for Federated Learning with Non-IID Data}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {5346--5355}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792343}, doi = {https://doi.org/10.1145/3774904.3792343} }