Tongzheng Ren, Fuheng Cui, Alexia Atsidakou, Sujay Sanghavi, Nhat Ho. Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 3930-3961, PMLR, 2022. [doi]
@inproceedings{RenCASH22,
title = {Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent},
author = {Tongzheng Ren and Fuheng Cui and Alexia Atsidakou and Sujay Sanghavi and Nhat Ho},
year = {2022},
url = {https://proceedings.mlr.press/v151/ren22a.html},
researchr = {https://researchr.org/publication/RenCASH22},
cites = {0},
citedby = {0},
pages = {3930-3961},
booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event},
editor = {Gustau Camps-Valls and Francisco J. R. Ruiz and Isabel Valera},
volume = {151},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}