@inproceedings{wenqing2017on,
title={On the diffusion approximation of nonconvex stochastic gradient descent,},
author={Wenqing Hu, Chris Junchi Li, Lei Li, and Jian-Guo Liu},
url={http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20190511232601750652333},
booktitle={Annals of Mathematical Sciences and Applications},
volume={4},
number={1},
pages={3-32},
year={2017},
}
Wenqing Hu, Chris Junchi Li, Lei Li, and Jian-Guo Liu. On the diffusion approximation of nonconvex stochastic gradient descent,. 2017. Vol. 4. In Annals of Mathematical Sciences and Applications. pp.3-32. http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20190511232601750652333.