meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting

Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang. meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting. 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 3299-3308, JMLR.org, 2017. [doi]

@inproceedings{SunRMW17,
  title = {meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting},
  author = {Xu Sun and Xuancheng Ren and Shuming Ma and Houfeng Wang},
  year = {2017},
  url = {http://proceedings.mlr.press/v70/sun17c.html},
  researchr = {https://researchr.org/publication/SunRMW17},
  cites = {0},
  citedby = {0},
  pages = {3299-3308},
  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},
}