Asynchronous Stochastic Gradient Descent with Delay Compensation

Shuxin Zheng, Qi Meng, Taifeng Wang, Wei Chen, Nenghai Yu, Zhiming Ma, Tie-Yan Liu. Asynchronous Stochastic Gradient Descent with Delay Compensation. In Doina Precup, Yee Whye Teh, editors, Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017. Volume 70 of JMLR Workshop and Conference Proceedings, pages 4120-4129, JMLR.org, 2017. [doi]

@inproceedings{ZhengMWCYML17,
  title = {Asynchronous Stochastic Gradient Descent with Delay Compensation},
  author = {Shuxin Zheng and Qi Meng and Taifeng Wang and Wei Chen and Nenghai Yu and Zhiming Ma and Tie-Yan Liu},
  year = {2017},
  url = {http://proceedings.mlr.press/v70/zheng17b.html},
  researchr = {https://researchr.org/publication/ZhengMWCYML17},
  cites = {0},
  citedby = {0},
  pages = {4120-4129},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017},
  editor = {Doina Precup and Yee Whye Teh},
  volume = {70},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}