Luca Arnaboldi 0002, Ludovic Stephan, Florent Krzakala, Bruno Loureiro. From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks. 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 1199-1227, PMLR, 2023. [doi]
@inproceedings{0002SKL23,
title = {From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks},
author = {Luca Arnaboldi 0002 and Ludovic Stephan and Florent Krzakala and Bruno Loureiro},
year = {2023},
url = {https://proceedings.mlr.press/v195/arnaboldi23a.html},
researchr = {https://researchr.org/publication/0002SKL23},
cites = {0},
citedby = {0},
pages = {1199-1227},
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},
}