Understanding Generalization Error of SGD in Nonconvex Optimization

Cite

Text

Zhou et al. "Understanding Generalization Error of SGD in Nonconvex Optimization." Machine Learning, 2022. doi:10.1007/S10994-021-06056-W

Markdown

[Zhou et al. "Understanding Generalization Error of SGD in Nonconvex Optimization." Machine Learning, 2022.](https://mlanthology.org/mlj/2022/zhou2022mlj-understanding/) doi:10.1007/S10994-021-06056-W

BibTeX

@article{zhou2022mlj-understanding,
  title     = {{Understanding Generalization Error of SGD in Nonconvex Optimization}},
  author    = {Zhou, Yi and Liang, Yingbin and Zhang, Huishuai},
  journal   = {Machine Learning},
  year      = {2022},
  pages     = {345-375},
  doi       = {10.1007/S10994-021-06056-W},
  volume    = {111},
  url       = {https://mlanthology.org/mlj/2022/zhou2022mlj-understanding/}
}