9 citations · 9 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 9 cited
Towards Plausible Differentially Private ADMM Based Distributed Machine Learning
Jiahao Ding, Jingyi Wang, Guannan Liang +2
The Alternating Direction Method of Multipliers (ADMM) and its distributed version have been widely used in machine learning. In the iterations of ADMM, model updates using local p…
cs.CR2020
Differentially Private and Fair Classification via Calibrated Functional Mechanism
Jiahao Ding, Xinyue Zhang, Xiaohuan Li +3
Machine learning is increasingly becoming a powerful tool to make decisions in a wide variety of applications, such as medical diagnosis and autonomous driving. Privacy concerns re…