Layer-Wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees

Shaohuai Shi, Zhenheng Tang, Qiang Wang 0022, Kaiyong Zhao, Xiaowen Chu. Layer-Wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees. In Giuseppe De Giacomo, Alejandro Catalá, Bistra Dilkina, Michela Milano, Senén Barro, Alberto Bugarín, Jérôme Lang, editors, ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020). Volume 325 of Frontiers in Artificial Intelligence and Applications, pages 1467-1474, IOS Press, 2020. [doi]

@inproceedings{ShiT0ZC20,
  title = {Layer-Wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees},
  author = {Shaohuai Shi and Zhenheng Tang and Qiang Wang 0022 and Kaiyong Zhao and Xiaowen Chu},
  year = {2020},
  doi = {10.3233/FAIA200253},
  url = {https://doi.org/10.3233/FAIA200253},
  researchr = {https://researchr.org/publication/ShiT0ZC20},
  cites = {0},
  citedby = {0},
  pages = {1467-1474},
  booktitle = {ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020)},
  editor = {Giuseppe De Giacomo and Alejandro Catalá and Bistra Dilkina and Michela Milano and Senén Barro and Alberto Bugarín and Jérôme Lang},
  volume = {325},
  series = {Frontiers in Artificial Intelligence and Applications},
  publisher = {IOS Press},
  isbn = {978-1-64368-101-6},
}