LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning

Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin. LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. 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 5055-5065, 2018. [doi]

@inproceedings{ChenGSY18,
  title = {LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning},
  author = {Tianyi Chen and Georgios B. Giannakis and Tao Sun and Wotao Yin},
  year = {2018},
  url = {http://papers.nips.cc/paper/7752-lag-lazily-aggregated-gradient-for-communication-efficient-distributed-learning},
  researchr = {https://researchr.org/publication/ChenGSY18},
  cites = {0},
  citedby = {0},
  pages = {5055-5065},
  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},
}