Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed

Maria Refinetti, Sebastian Goldt, Florent Krzakala, Lenka Zdeborová. Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 8936-8947, PMLR, 2021. [doi]

@inproceedings{RefinettiGKZ21,
  title = {Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed},
  author = {Maria Refinetti and Sebastian Goldt and Florent Krzakala and Lenka Zdeborová},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/refinetti21b.html},
  researchr = {https://researchr.org/publication/RefinettiGKZ21},
  cites = {0},
  citedby = {0},
  pages = {8936-8947},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}