@article{computeefficiencyandserialruntimetradeof,
  title = {Compute Efficiency and Serial Runtime Tradeoffs for Stochastic Momentum Methods},
  author = {Depen Morwani and Alexandru Meterez and Pranav Nair and Sham Kakade},
  year = {2026},
  eprint = {2606.19179},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.19179},
}