Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization

Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal. Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 2262-2284, PMLR, 2023. [doi]

@inproceedings{XuMTMV23,
  title = {Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization},
  author = {Ziqing Xu and Hancheng Min and Salma Tarmoun and Enrique Mallada and René Vidal},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/xu23c.html},
  researchr = {https://researchr.org/publication/XuMTMV23},
  cites = {0},
  citedby = {0},
  pages = {2262-2284},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}