Zhenhuan Yang, Yunwen Lei, Siwei Lyu, Yiming Ying. Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 2026-2034, PMLR, 2021. [doi]
@inproceedings{YangLLY21,
title = {Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss},
author = {Zhenhuan Yang and Yunwen Lei and Siwei Lyu and Yiming Ying},
year = {2021},
url = {http://proceedings.mlr.press/v130/yang21c.html},
researchr = {https://researchr.org/publication/YangLLY21},
cites = {0},
citedby = {0},
pages = {2026-2034},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
volume = {130},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}