Lijun Zhang, Zhi-Hua Zhou. Stochastic Approximation of Smooth and Strongly Convex Functions: Beyond the $O(1/T)$ Convergence Rate. In Alina Beygelzimer, Daniel Hsu 0001, editors, Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA. Volume 99 of Proceedings of Machine Learning Research, pages 3160-3179, PMLR, 2019. [doi]
@inproceedings{ZhangZ19-38,
title = {Stochastic Approximation of Smooth and Strongly Convex Functions: Beyond the $O(1/T)$ Convergence Rate},
author = {Lijun Zhang and Zhi-Hua Zhou},
year = {2019},
url = {http://proceedings.mlr.press/v99/zhang19a.html},
researchr = {https://researchr.org/publication/ZhangZ19-38},
cites = {0},
citedby = {0},
pages = {3160-3179},
booktitle = {Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA},
editor = {Alina Beygelzimer and Daniel Hsu 0001},
volume = {99},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}