@article{towardsnoiseadaptiveproblemadaptive,
  title = {Towards Noise-adaptive, Problem-adaptive (Accelerated) Stochastic Gradient Descent},
  author = {Sharan Vaswani and Benjamin Dubois-Taine and Reza Babanezhad},
  year = {2021},
  eprint = {2110.11442},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2110.11442v3},
}