Igor Gitman, Hunter Lang, Pengchuan Zhang, Lin Xiao. Understanding the Role of Momentum in Stochastic Gradient Methods. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 9630-9640, 2019. [doi]
@inproceedings{GitmanLZX19,
title = {Understanding the Role of Momentum in Stochastic Gradient Methods},
author = {Igor Gitman and Hunter Lang and Pengchuan Zhang and Lin Xiao},
year = {2019},
url = {http://papers.nips.cc/paper/9158-understanding-the-role-of-momentum-in-stochastic-gradient-methods},
researchr = {https://researchr.org/publication/GitmanLZX19},
cites = {0},
citedby = {0},
pages = {9630-9640},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}