Differentially Private Low-dimensional Synthetic Data from High-dimensional Datasets

Yiyun He, Thomas Strohmer, Roman Vershynin +1

Differentially private synthetic data provide a powerful mechanism to enable data analysis while protecting sensitive information about individuals. However, when the data lie in a…