Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations

Debraj Basu 0001, Deepesh Data, Can Karakus, Suhas N. Diggavi. Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations. IEEE J. Sel. Areas Inf. Theory, 1(1):217-226, 2020. [doi]

@article{BasuDKD20,
  title = {Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations},
  author = {Debraj Basu 0001 and Deepesh Data and Can Karakus and Suhas N. Diggavi},
  year = {2020},
  doi = {10.1109/jsait.2020.2985917},
  url = {https://doi.org/10.1109/jsait.2020.2985917},
  researchr = {https://researchr.org/publication/BasuDKD20},
  cites = {0},
  citedby = {0},
  journal = {IEEE J. Sel. Areas Inf. Theory},
  volume = {1},
  number = {1},
  pages = {217-226},
}