Understanding the Loss Surface of Neural Networks for Binary Classification

Shiyu Liang, Ruoyu Sun, Yixuan Li, Rayadurgam Srikant. Understanding the Loss Surface of Neural Networks for Binary Classification. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 2840-2849, JMLR.org, 2018. [doi]

@inproceedings{LiangSLS18,
  title = {Understanding the Loss Surface of Neural Networks for Binary Classification},
  author = {Shiyu Liang and Ruoyu Sun and Yixuan Li and Rayadurgam Srikant},
  year = {2018},
  url = {http://proceedings.mlr.press/v80/liang18a.html},
  researchr = {https://researchr.org/publication/LiangSLS18},
  cites = {0},
  citedby = {0},
  pages = {2840-2849},
  booktitle = {Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018},
  editor = {Jennifer G. Dy and Andreas Krause 0001},
  volume = {80},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}