Yuchen Zhang, Percy Liang, Moses Charikar. A Hitting Time Analysis of Stochastic Gradient Langevin Dynamics. In Satyen Kale, Ohad Shamir, editors, Proceedings of the 30th Conference on Learning Theory, COLT 2017, Amsterdam, The Netherlands, 7-10 July 2017. Volume 65 of JMLR Workshop and Conference Proceedings, pages 1980-2022, JMLR.org, 2017. [doi]
@inproceedings{ZhangLC17-1,
title = {A Hitting Time Analysis of Stochastic Gradient Langevin Dynamics},
author = {Yuchen Zhang and Percy Liang and Moses Charikar},
year = {2017},
url = {http://proceedings.mlr.press/v65/zhang17b.html},
researchr = {https://researchr.org/publication/ZhangLC17-1},
cites = {0},
citedby = {0},
pages = {1980-2022},
booktitle = {Proceedings of the 30th Conference on Learning Theory, COLT 2017, Amsterdam, The Netherlands, 7-10 July 2017},
editor = {Satyen Kale and Ohad Shamir},
volume = {65},
series = {JMLR Workshop and Conference Proceedings},
publisher = {JMLR.org},
}