Local Geometry of Cross Entropy Loss in Learning One-Hidden-Layer Neural Networks

Haoyu Fu, Yuejie Chi, Yingbin Liang. Local Geometry of Cross Entropy Loss in Learning One-Hidden-Layer Neural Networks. In IEEE International Symposium on Information Theory, ISIT 2019, Paris, France, July 7-12, 2019. pages 1972-1976, IEEE, 2019. [doi]

@inproceedings{FuCL19-0,
  title = {Local Geometry of Cross Entropy Loss in Learning One-Hidden-Layer Neural Networks},
  author = {Haoyu Fu and Yuejie Chi and Yingbin Liang},
  year = {2019},
  doi = {10.1109/ISIT.2019.8849289},
  url = {https://doi.org/10.1109/ISIT.2019.8849289},
  researchr = {https://researchr.org/publication/FuCL19-0},
  cites = {0},
  citedby = {0},
  pages = {1972-1976},
  booktitle = {IEEE International Symposium on Information Theory, ISIT 2019, Paris, France, July 7-12, 2019},
  publisher = {IEEE},
  isbn = {978-1-5386-9291-2},
}