@article{birchsgdatreegraphframeworkforlocal,
  title = {Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods},
  author = {Alexander Tyurin and Danil Sivtsov},
  year = {2025},
  eprint = {2505.09218},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.09218v2},
}