Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond

Nina Vesseron, Ievgen Redko, Charlotte Laclau. Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1765-1773, PMLR, 2021. [doi]

@inproceedings{VesseronRL21,
  title = {Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond},
  author = {Nina Vesseron and Ievgen Redko and Charlotte Laclau},
  year = {2021},
  url = {http://proceedings.mlr.press/v130/vesseron21a.html},
  researchr = {https://researchr.org/publication/VesseronRL21},
  cites = {0},
  citedby = {0},
  pages = {1765-1773},
  booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
  editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
  volume = {130},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}