@article{towardsstatisticalandcomputational, title = {Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent}, author = {Tongzheng Ren and Fuheng Cui and Alexia Atsidakou and Sujay Sanghavi and Nhat Ho}, year = {2021}, eprint = {2110.07810}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2110.07810v1}, }