Anant Raj, Lingjiong Zhu, Mert Gürbüzbalaban, Umut Simsekli. Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 28578-28597, PMLR, 2023. [doi]
@inproceedings{RajZGS23,
title = {Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions},
author = {Anant Raj and Lingjiong Zhu and Mert Gürbüzbalaban and Umut Simsekli},
year = {2023},
url = {https://proceedings.mlr.press/v202/raj23a.html},
researchr = {https://researchr.org/publication/RajZGS23},
cites = {0},
citedby = {0},
pages = {28578-28597},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
volume = {202},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}