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20162023
most citedThe Cost of Privacy: Rates of Convergence for Parameter Estimation with Differential Privacy

47 citations · 84 across the 7 of their papers we have counts for

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math.ST2023★ 2 cited

Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning

T. Tony Cai, Yichen Wang, Linjun Zhang

Achieving optimal statistical performance while ensuring the privacy of personal data is a challenging yet crucial objective in modern data analysis. However, characterizing the op…