SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition

Haolin Wang, Xuefeng Liu 0001, Jianwei Niu 0002, ShaoJie Tang. SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition. In IEEE INFOCOM 2023 - IEEE Conference on Computer Communications, New York City, NY, USA, May 17-20, 2023. pages 1-10, IEEE, 2023. [doi]

@inproceedings{WangLNT23,
  title = {SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition},
  author = {Haolin Wang and Xuefeng Liu 0001 and Jianwei Niu 0002 and ShaoJie Tang},
  year = {2023},
  doi = {10.1109/INFOCOM53939.2023.10229042},
  url = {https://doi.org/10.1109/INFOCOM53939.2023.10229042},
  researchr = {https://researchr.org/publication/WangLNT23},
  cites = {0},
  citedby = {0},
  pages = {1-10},
  booktitle = {IEEE INFOCOM 2023 - IEEE Conference on Computer Communications, New York City, NY, USA, May 17-20, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-3414-2},
}