Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks

Ilias Diakonikolas, Daniel M. Kane, Vasilis Kontonis, Nikos Zarifis. Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks. 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 1514-1539, PMLR, 2020. [doi]

@inproceedings{DiakonikolasKKZ20,
  title = {Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks},
  author = {Ilias Diakonikolas and Daniel M. Kane and Vasilis Kontonis and Nikos Zarifis},
  year = {2020},
  url = {http://proceedings.mlr.press/v125/diakonikolas20d.html},
  researchr = {https://researchr.org/publication/DiakonikolasKKZ20},
  cites = {0},
  citedby = {0},
  pages = {1514-1539},
  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},
}