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math.ST2025
Incomplete U-Statistics of Equireplicate Designs: Berry-Esseen Bound and Efficient Construction
Cesare Miglioli, Jordan Awan
U-statistics are a fundamental class of estimators that generalize the sample mean and underpin much of nonparametric statistics. Although extensively studied in both statistics an…
stat.ML2025
Optimal Survey Design for Private Mean Estimation
Yu-Wei Chen, Raghu Pasupathy, Jordan A. Awan
This work identifies the first privacy-aware stratified sampling scheme that minimizes the variance for general private mean estimation under the Laplace, Discrete Laplace (DLap) a…