Search Results for author: Yiyun He

Found 2 papers, 0 papers with code

Online Differentially Private Synthetic Data Generation

no code implementations12 Feb 2024 Yiyun He, Roman Vershynin, Yizhe Zhu

We present a polynomial-time algorithm for online differentially private synthetic data generation.

Synthetic Data Generation

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

no code implementations26 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.

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