Matthew Faw, Litu Rout, Constantine Caramanis, Sanjay Shakkottai. Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 89-160, PMLR, 2023. [doi]
@inproceedings{FawRCS23,
title = {Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD},
author = {Matthew Faw and Litu Rout and Constantine Caramanis and Sanjay Shakkottai},
year = {2023},
url = {https://proceedings.mlr.press/v195/faw23a.html},
researchr = {https://researchr.org/publication/FawRCS23},
cites = {0},
citedby = {0},
pages = {89-160},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India},
editor = {Gergely Neu and Lorenzo Rosasco},
volume = {195},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}