Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh. SGD Converges to Global Minimum in Deep Learning via Star-convex Path. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]
@inproceedings{ZhouYZLT19,
title = {SGD Converges to Global Minimum in Deep Learning via Star-convex Path},
author = {Yi Zhou and Junjie Yang and Huishuai Zhang and Yingbin Liang and Vahid Tarokh},
year = {2019},
url = {https://openreview.net/forum?id=BylIciRcYQ},
researchr = {https://researchr.org/publication/ZhouYZLT19},
cites = {0},
citedby = {0},
booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
}