@article{fedsbasilverbulletforextreme, title = {Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning}, author = {Raghav Singhal and Kaustubh Ponkshe and Rohit Vartak and Lav R. Varshney and Praneeth Vepakomma}, year = {2025}, eprint = {2502.15436}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.15436v1}, }