1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
Oneshot Differentially Private Top-k Selection
Gang Qiao, Weijie J. Su, Li Zhang
Being able to efficiently and accurately select the top- elements with differential privacy is an integral component of various private data analysis tasks. In this paper, we pr…
cs.LG2019
Rényi Differential Privacy of the Sampled Gaussian Mechanism
Ilya Mironov, Kunal Talwar, Li Zhang
The Sampled Gaussian Mechanism (SGM)---a composition of subsampling and the additive Gaussian noise---has been successfully used in a number of machine learning applications. The m…