1 paper accepted to AISTATS

Our paper on convergence of gradient descent on overparametrized linear network [1] has been accepted to International Conference on Artificial Intelligence and Statistics!

[1] Z. Xu, H. Min, S. Tarmoun, E. Mallada, and R. Vidal, “Linear Convergence of Gradient Descent For Overparametrized Finite Width Two-Layer Linear Networks with General Initialization,” in International Conference on Artificial Intelligence and Statistics (AISTATS), 2023.
[Bibtex] [Download PDF]
@inproceedings{xmtmv2023aistats,
  author = {Xu, Ziqing and Min, Hancheng and Tarmoun, Salma and Mallada, Enrique and Vidal, Rene},
  booktitle = {International Conference on Artificial Intelligence and Statistics (AISTATS)},
  month = {1},
  pubstate = {accepted},
  title = {Linear Convergence of Gradient Descent For Overparametrized Finite Width Two-Layer Linear Networks with General Initialization},
  url = {https://mallada.ece.jhu.edu/pubs/2023-AISTATS-XMTMV.pdf},
  year = {2023}
}