@article{theoryofdeeplearningiiboptimization,
  title = {Theory of Deep Learning IIb: Optimization Properties of SGD},
  author = {Chiyuan Zhang and Qianli Liao and Alexander Rakhlin and Brando Miranda and Noah Golowich and Tomaso Poggio},
  year = {2018},
  eprint = {1801.02254},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1801.02254v1},
}