Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory?

Mariia Seleznova, Gitta Kutyniok. Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory?. In Joan Bruna, Jan S. Hesthaven, Lenka Zdeborová, editors, Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual Conference / Lausanne, Switzerland. Volume 145 of Proceedings of Machine Learning Research, pages 868-895, PMLR, 2021. [doi]

@inproceedings{SeleznovaK21,
  title = {Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory?},
  author = {Mariia Seleznova and Gitta Kutyniok},
  year = {2021},
  url = {https://proceedings.mlr.press/v145/seleznova22a.html},
  researchr = {https://researchr.org/publication/SeleznovaK21},
  cites = {0},
  citedby = {0},
  pages = {868-895},
  booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual Conference / Lausanne, Switzerland},
  editor = {Joan Bruna and Jan S. Hesthaven and Lenka Zdeborová},
  volume = {145},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}