@article{adaptivemethodsthroughthelensofsdes,
  title = {Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise},
  author = {Enea Monzio Compagnoni and Tianlin Liu and Rustem Islamov and Frank Norbert Proske and Antonio Orvieto and Aurelien Lucchi},
  year = {2024},
  eprint = {2411.15958},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.15958v1},
}