Anant Raj, Melih Barsbey, Mert Gürbüzbalaban, Lingjiong Zhu, Umut Simsekli. Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares. In Shipra Agrawal 0001, Francesco Orabona, editors, International Conference on Algorithmic Learning Theory, February 20-23, 2023, Singapore. Volume 201 of Proceedings of Machine Learning Research, pages 1292-1342, PMLR, 2023. [doi]
@inproceedings{RajBGZS23,
title = {Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares},
author = {Anant Raj and Melih Barsbey and Mert Gürbüzbalaban and Lingjiong Zhu and Umut Simsekli},
year = {2023},
url = {https://proceedings.mlr.press/v201/raj23a.html},
researchr = {https://researchr.org/publication/RajBGZS23},
cites = {0},
citedby = {0},
pages = {1292-1342},
booktitle = {International Conference on Algorithmic Learning Theory, February 20-23, 2023, Singapore},
editor = {Shipra Agrawal 0001 and Francesco Orabona},
volume = {201},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}