@article{constantstepsizelocalgdforlogistic, title = {Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability}, author = {Michael Crawshaw and Blake Woodworth and Mingrui Liu}, year = {2025}, eprint = {2506.13974}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.13974v1}, }