SGD on Neural Networks Learns Functions of Increasing Complexity

Dimitris Kalimeris, Gal Kaplun, Preetum Nakkiran, Benjamin L. Edelman, Tristan Yang, Boaz Barak, Haofeng Zhang. SGD on Neural Networks Learns Functions of Increasing Complexity. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 3491-3501, 2019. [doi]

@inproceedings{KalimerisKNEYBZ19,
  title = {SGD on Neural Networks Learns Functions of Increasing Complexity},
  author = {Dimitris Kalimeris and Gal Kaplun and Preetum Nakkiran and Benjamin L. Edelman and Tristan Yang and Boaz Barak and Haofeng Zhang},
  year = {2019},
  url = {http://papers.nips.cc/paper/8609-sgd-on-neural-networks-learns-functions-of-increasing-complexity},
  researchr = {https://researchr.org/publication/KalimerisKNEYBZ19},
  cites = {0},
  citedby = {0},
  pages = {3491-3501},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}