@article{stoppingrulesforstochasticgradientdescen, title = {Stopping Rules for Stochastic Gradient Descent via Anytime-Valid Confidence Sequences}, author = {Liviu Aolaritei and Michael I. Jordan}, year = {2025}, eprint = {2512.13123}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.13123}, }