LAG: Lazily Aggregated Gradient Method

Matlab implementation of our paper: Matlab implementation of our paper: T. Chen, G. B. Giannakis, T. Sun, and W. Yin, "LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning," Proc. of NIPS, Montreal, Canada, December 3-8, 2018. [online] https://arxiv.org/pdf/1805.09965.pdf

Reference

If you find our code helpful in your resarch or work, please cite our paper.

@Inproceedings{chen2018nips,
  title={{LAG}: {L}azily Aggregated Gradient for Communication-Efficient Distributed Learning},
  author={Chen, Tianyi and Giannakis, Georgios B. and Sun, Tao and Yin, Wotao},
    booktitle = "Proc. Advances in Neural Info. Process. Syst.",
  url={arxiv.org/abs/1805.09965},
  year = 	 {2018},
  address = 	 {Montreal, Canada},
  month = 	 {December}
}