Junyuan Hong, Zhangyang Wang, Jiayu Zhou. Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent. In FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022. pages 11-35, ACM, 2022. [doi]
@inproceedings{HongWZ22,
title = {Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent},
author = {Junyuan Hong and Zhangyang Wang and Jiayu Zhou},
year = {2022},
doi = {10.1145/3531146.3533070},
url = {https://doi.org/10.1145/3531146.3533070},
researchr = {https://researchr.org/publication/HongWZ22},
cites = {0},
citedby = {0},
pages = {11-35},
booktitle = {FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
publisher = {ACM},
isbn = {978-1-4503-9352-2},
}