IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling

Fei Wang, Xiaofeng Gao, Jun Ye, Guihai Chen. IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling. In Proceedings of the 47th International Conference on Parallel Processing, ICPP 2018, Eugene, OR, USA, August 13-16, 2018. ACM, 2018. [doi]

@inproceedings{WangGYC18,
  title = {IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling},
  author = {Fei Wang and Xiaofeng Gao and Jun Ye and Guihai Chen},
  year = {2018},
  doi = {10.1145/3225058.3225135},
  url = {https://doi.org/10.1145/3225058.3225135},
  researchr = {https://researchr.org/publication/WangGYC18},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the 47th International Conference on Parallel Processing, ICPP 2018, Eugene, OR, USA, August 13-16, 2018},
  publisher = {ACM},
}