diff --git a/README.rst b/README.rst index 1a829a11..c2b685f7 100644 --- a/README.rst +++ b/README.rst @@ -160,13 +160,13 @@ Bluefog is uploaded to Zenodo. An equivalent BibTex format reference is below fo % System paper @article{bluefog, - author = {Ying, Bicheng and Yuan, Kun and Hu, Hanbin and Chen, Yiming and Yin, Wotao }, + author = {Ying, Bicheng and Yuan, Kun and Hu, Hanbin and Chen, Yiming and Yin, Wotao}, title = {BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning}, journal. = {arXiv preprint arXiv:2111.04287}, year = {2021}, } - % Theoratical Paper + % Theoratical Papers @article{ying2021exponential, title={Exponential Graph is Provably Efficient for Decentralized Deep Training}, author={Ying, Bicheng and Yuan, Kun and Chen, Yiming and Hu, Hanbin and Pan, Pan and Yin, Wotao}, @@ -175,6 +175,24 @@ Bluefog is uploaded to Zenodo. An equivalent BibTex format reference is below fo year={2021} } + @inproceedings{yuan2021decentlam, + title={DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training}, + author={Yuan, Kun and Chen, Yiming and Huang, Xinmeng and Zhang, Yingya and Pan, Pan and Xu, Yinghui and Yin, Wotao}, + booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision}, + pages={3029--3039}, + year={2021} + } + + @article{yuan2020influence, + title={On the influence of bias-correction on distributed stochastic optimization}, + author={Yuan, Kun and Alghunaim, Sulaiman A and Ying, Bicheng and Sayed, Ali H}, + journal={IEEE Transactions on Signal Processing}, + volume={68}, + pages={4352--4367}, + year={2020}, + publisher={IEEE} + } + Troubleshooting --------- Import bluefog.torch failed diff --git a/docs/docker.rst b/docs/docker.rst index a1452d00..580f4b40 100644 --- a/docs/docker.rst +++ b/docs/docker.rst @@ -57,13 +57,13 @@ if you download the docker image from `Docker Hub