Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?

Sheikh Shams Azam, Seyyedali Hosseinalipour, Qiang Qiu, Christopher G. Brinton. Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{AzamHQB22,
  title = {Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?},
  author = {Sheikh Shams Azam and Seyyedali Hosseinalipour and Qiang Qiu and Christopher G. Brinton},
  year = {2022},
  url = {https://openreview.net/forum?id=B7ZbqNLDn-_},
  researchr = {https://researchr.org/publication/AzamHQB22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}