Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin. DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 8067-8089, PMLR, 2023. [doi]
@inproceedings{DingJYYY23,
title = {DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm},
author = {Lisang Ding and Kexin Jin and Bicheng Ying and Kun Yuan and Wotao Yin},
year = {2023},
url = {https://proceedings.mlr.press/v202/ding23b.html},
researchr = {https://researchr.org/publication/DingJYYY23},
cites = {0},
citedby = {0},
pages = {8067-8089},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
volume = {202},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}