@article{versatilesingleloopmethodforgradient, title = {Versatile Single-Loop Method for Gradient Estimator: First and Second Order Optimality, and its Application to Federated Learning}, author = {Kazusato Oko and Shunta Akiyama and Tomoya Murata and Taiji Suzuki}, year = {2022}, eprint = {2209.00361}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2209.00361v2}, }