How many degrees of freedom do we need to train deep networks: a loss landscape perspective

Brett W. Larsen, Stanislav Fort, Nic Becker, Surya Ganguli. How many degrees of freedom do we need to train deep networks: a loss landscape perspective. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{LarsenFBG22,
  title = {How many degrees of freedom do we need to train deep networks: a loss landscape perspective},
  author = {Brett W. Larsen and Stanislav Fort and Nic Becker and Surya Ganguli},
  year = {2022},
  url = {https://openreview.net/forum?id=ChMLTGRjFcU},
  researchr = {https://researchr.org/publication/LarsenFBG22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}