@article{soapimprovingandstabilizingshampoousing,
  title = {SOAP: Improving and Stabilizing Shampoo using Adam},
  author = {Nikhil Vyas and Depen Morwani and Rosie Zhao and Mujin Kwun and Itai Shapira and David Brandfonbrener and Lucas Janson and Sham Kakade},
  year = {2024},
  eprint = {2409.11321},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2409.11321v2},
}