A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks

Sanjeev Arora, Nadav Cohen, Noah Golowich, Wei Hu. A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

@inproceedings{AroraCGH19,
  title = {A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks},
  author = {Sanjeev Arora and Nadav Cohen and Noah Golowich and Wei Hu},
  year = {2019},
  url = {https://openreview.net/forum?id=SkMQg3C5K7},
  researchr = {https://researchr.org/publication/AroraCGH19},
  cites = {0},
  citedby = {0},
  booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
}