@misc{bernstein2023automatic, title={Automatic Gradient Descent: Deep Learning without Hyperparameters}, author={Jeremy Bernstein and Chris Mingard and Kevin Huang and Navid Azizan and Yisong Yue}, year={2023}, eprint={2304.05187}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2304.05187} }