Yaqiong Peng, Haiqiang Fei, Lun Li, Zhenquan Ding, Zhiyu Hao. CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and Its Asynchronous Parallel Variants. In Meikang Qiu, editor, Algorithms and Architectures for Parallel Processing - 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part II. Volume 12453 of Lecture Notes in Computer Science, pages 398-414, Springer, 2020. [doi]
@inproceedings{PengFLDH20,
title = {CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and Its Asynchronous Parallel Variants},
author = {Yaqiong Peng and Haiqiang Fei and Lun Li and Zhenquan Ding and Zhiyu Hao},
year = {2020},
doi = {10.1007/978-3-030-60239-0_27},
url = {https://doi.org/10.1007/978-3-030-60239-0_27},
researchr = {https://researchr.org/publication/PengFLDH20},
cites = {0},
citedby = {0},
pages = {398-414},
booktitle = {Algorithms and Architectures for Parallel Processing - 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part II},
editor = {Meikang Qiu},
volume = {12453},
series = {Lecture Notes in Computer Science},
publisher = {Springer},
isbn = {978-3-030-60239-0},
}