@article{deepneuralnetworkswithmultibranch,
  title = {Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex},
  author = {Hongyang Zhang and Junru Shao and Ruslan Salakhutdinov},
  year = {2018},
  eprint = {1806.01845},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1806.01845v2},
}