@article{tamingtheinstabilityarobustsecondorderop, title = {Taming the Instability: A Robust Second-Order Optimizer for Federated Learning over Non-IID Data}, author = {Yuanqiao Zhang and Tiantian He and Yuan Gao and Yixin Wang and Yew-Soon Ong and Maoguo Gong and A. K. Qin and Hui Li}, year = {2026}, eprint = {2603.28316}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.28316}, }