Learning Over-Parametrized Two-Layer Neural Networks beyond NTK

Yuanzhi Li, Tengyu Ma, Hongyang R. Zhang. Learning Over-Parametrized Two-Layer Neural Networks beyond NTK. In Jacob D. Abernethy, Shivani Agarwal 0001, editors, Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]. Volume 125 of Proceedings of Machine Learning Research, pages 2613-2682, PMLR, 2020. [doi]

@inproceedings{LiMZ20,
  title = {Learning Over-Parametrized Two-Layer Neural Networks beyond NTK},
  author = {Yuanzhi Li and Tengyu Ma and Hongyang R. Zhang},
  year = {2020},
  url = {http://proceedings.mlr.press/v125/li20a.html},
  researchr = {https://researchr.org/publication/LiMZ20},
  cites = {0},
  citedby = {0},
  pages = {2613-2682},
  booktitle = {Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]},
  editor = {Jacob D. Abernethy and Shivani Agarwal 0001},
  volume = {125},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}