Lock-Free Parallelization for Variance-Reduced Stochastic Gradient Descent on Streaming Data

Yaqiong Peng, Zhiyu Hao, Xiaochun Yun. Lock-Free Parallelization for Variance-Reduced Stochastic Gradient Descent on Streaming Data. IEEE Trans. Parallel Distrib. Syst., 31(9):2220-2231, 2020. [doi]

@article{PengHY20-0,
  title = {Lock-Free Parallelization for Variance-Reduced Stochastic Gradient Descent on Streaming Data},
  author = {Yaqiong Peng and Zhiyu Hao and Xiaochun Yun},
  year = {2020},
  doi = {10.1109/TPDS.2020.2987867},
  url = {https://doi.org/10.1109/TPDS.2020.2987867},
  researchr = {https://researchr.org/publication/PengHY20-0},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Parallel Distrib. Syst.},
  volume = {31},
  number = {9},
  pages = {2220-2231},
}