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20232026
most citedOnline Differentially Private Synthetic Data Generation

1 citations · 2 across the 6 of their papers we have counts for

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math.PR2024

Sparse Hanson-Wright Inequalities with Applications

Yiyun He, Ke Wang, Yizhe Zhu

We derive new Hanson-Wright-type inequalities tailored to the quadratic forms of random vectors with sparse independent components. Specifically, we consider cases where the compon…

math.ST2024★ 1 cited

Online Differentially Private Synthetic Data Generation

Yiyun He, Roman Vershynin, Yizhe Zhu

We present a polynomial-time algorithm for online differentially private synthetic data generation. For a data stream within the hypercube and an infinite time horizon, w…