Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk. Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD. 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 3660-3669, 2019. [doi]
@inproceedings{NguyenND19-1,
title = {Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD},
author = {Phuong Ha Nguyen and Lam M. Nguyen and Marten van Dijk},
year = {2019},
url = {http://papers.nips.cc/paper/8624-tight-dimension-independent-lower-bound-on-the-expected-convergence-rate-for-diminishing-step-sizes-in-sgd},
researchr = {https://researchr.org/publication/NguyenND19-1},
cites = {0},
citedby = {0},
pages = {3660-3669},
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},
}