@article{onthecomputationalinefficiencyoflarge,
  title = {On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent},
  author = {Noah Golmant and Nikita Vemuri and Zhewei Yao and Vladimir Feinberg and Amir Gholami and Kai Rothauge and Michael W. Mahoney and Joseph Gonzalez},
  year = {2018},
  eprint = {1811.12941},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1811.12941v1},
}