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. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 14668-14679, 2019. [doi]

@inproceedings{0001DKD19,
  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 = {2019},
  url = {http://papers.nips.cc/paper/9610-qsparse-local-sgd-distributed-sgd-with-quantization-sparsification-and-local-computations},
  researchr = {https://researchr.org/publication/0001DKD19},
  cites = {0},
  citedby = {0},
  pages = {14668-14679},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}