SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization

Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi. SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. In IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, July 12-20, 2021. pages 1212-1217, IEEE, 2021. [doi]

@inproceedings{SinghDGD21,
  title = {SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization},
  author = {Navjot Singh and Deepesh Data and Jemin George and Suhas N. Diggavi},
  year = {2021},
  doi = {10.1109/ISIT45174.2021.9517986},
  url = {https://doi.org/10.1109/ISIT45174.2021.9517986},
  researchr = {https://researchr.org/publication/SinghDGD21},
  cites = {0},
  citedby = {0},
  pages = {1212-1217},
  booktitle = {IEEE International Symposium on Information Theory, ISIT 2021, Melbourne, Australia, July 12-20, 2021},
  publisher = {IEEE},
  isbn = {978-1-5386-8209-8},
}