Online Differentially Private Synthetic Data Generation

Online Differentially Private Synthetic Data Generation

12 February 2024

Roman Vershynin

Papers citing "Online Differentially Private Synthetic Data Generation"

5 / 5 papers shown

Title
An Algorithm for Streaming Differentially Private Data Girish Kumar Thomas Strohmer Roman Vershynin 37 2 0 26 Jan 2024
Constant matters: Fine-grained Complexity of Differentially Private Continual Observation Hendrik Fichtenberger Monika Henzinger Jalaj Upadhyay 29 20 0 23 Feb 2022
Private sampling: a noiseless approach for generating differentially private synthetic data M. Boedihardjo Thomas Strohmer Roman Vershynin SyDa 27 14 0 30 Sep 2021
Covariance's Loss is Privacy's Gain: Computationally Efficient, Private and Accurate Synthetic Data M. Boedihardjo Thomas Strohmer Roman Vershynin 31 23 0 13 Jul 2021
Practical and Private (Deep) Learning without Sampling or Shuffling Peter Kairouz Brendan McMahan Shuang Song Om Thakkar Abhradeep Thakurta Zheng Xu FedML 178 154 0 26 Feb 2021