@article{towardssimpleandprovableparameterfree, title = {Towards Simple and Provable Parameter-Free Adaptive Gradient Methods}, author = {Yuanzhe Tao and Huizhuo Yuan and Xun Zhou and Yuan Cao and Quanquan Gu}, year = {2024}, eprint = {2412.19444}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2412.19444v1}, }