no code implementations • 12 Feb 2024 • Yiyun He, Roman Vershynin, Yizhe Zhu
We present a polynomial-time algorithm for online differentially private synthetic data generation.
no code implementations • 26 May 2023 • Yiyun He, Thomas Strohmer, Roman Vershynin, Yizhe Zhu
Differentially private synthetic data provide a powerful mechanism to enable data analysis while protecting sensitive information about individuals.