The Description Length of Deep Learning models

Léonard Blier, Yann Ollivier. The Description Length of Deep Learning models. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 2220-2230, 2018. [doi]

@inproceedings{BlierO18,
  title = {The Description Length of Deep Learning models},
  author = {Léonard Blier and Yann Ollivier},
  year = {2018},
  url = {http://papers.nips.cc/paper/7490-the-description-length-of-deep-learning-models},
  researchr = {https://researchr.org/publication/BlierO18},
  cites = {0},
  citedby = {0},
  pages = {2220-2230},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
  editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}