@inproceedings{shulgin2025privatefl,
  title={First Provable Guarantees for Practical Private FL: Beyond Restrictive Assumptions},
  author={Shulgin, Egor and Malinovsky, Grigory and Khirirat, Sarit and Richt{\'a}rik, Peter},
  booktitle={The 17th International OPT Workshop on Optimization for Machine Learning, NeurIPS Workshop 2025},
  year={2025},
  eprint={2512.21521},
  archivePrefix={arXiv},
  url={https://www.arxiv.org/abs/2512.21521},
  note={Tiny Titans: The next wave of On-Device Learning for Foundational Models, ICML Workshop 2025}
}