Pan Zhou, Xiao-Tong Yuan. Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 11556-11565, PMLR, 2020. [doi]
@inproceedings{ZhouY20-10,
title = {Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization},
author = {Pan Zhou and Xiao-Tong Yuan},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhou20g.html},
researchr = {https://researchr.org/publication/ZhouY20-10},
cites = {0},
citedby = {0},
pages = {11556-11565},
booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
volume = {119},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}