@article{convergencestickingandescapestochastic, title = {Convergence, Sticking and Escape: Stochastic Dynamics Near Critical Points in SGD}, author = {Dmitry Dudukalov and Artem Logachov and Vladimir Lotov and Timofei Prasolov and Evgeny Prokopenko and Anton Tarasenko}, year = {2025}, eprint = {2505.18535}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18535v1}, }