@article{scalinglawsfortheprincipleddesign,
  title = {Beyond Folklore: A Scaling Calculus for the Design and Initialization of ReLU Networks},
  author = {Aaron Defazio and Léon Bottou},
  year = {2019},
  eprint = {1906.04267},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1906.04267v3},
}