@article{250511343, title = {Revisiting Stochastic Approximation and Stochastic Gradient Descent}, author = {Rajeeva Laxman Karandikar and Bhamidi Visweswara Rao and Mathukumalli Vidyasagar}, year = {2025}, eprint = {2505.11343}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.11343v2}, }