cpSGD: Communication-efficient and differentially-private distributed SGD

Naman Agarwal, Ananda Theertha Suresh, Felix X. Yu, Sanjiv Kumar, Brendan McMahan. cpSGD: Communication-efficient and differentially-private distributed SGD. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 7575-7586, 2018. [doi]

@inproceedings{AgarwalSYKM18,
  title = {cpSGD: Communication-efficient and differentially-private distributed SGD},
  author = {Naman Agarwal and Ananda Theertha Suresh and Felix X. Yu and Sanjiv Kumar and Brendan McMahan},
  year = {2018},
  url = {http://papers.nips.cc/paper/7984-cpsgd-communication-efficient-and-differentially-private-distributed-sgd},
  researchr = {https://researchr.org/publication/AgarwalSYKM18},
  cites = {0},
  citedby = {0},
  pages = {7575-7586},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
  editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}