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Yichen Wang
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Year
The cost of privacy: Optimal rates of convergence for parameter estimation with differential privacy
TT Cai, Y Wang, L Zhang
The Annals of Statistics 49 (5), 2825-2850, 2021
2082021
The Cost of Privacy in Generalized Linear Models: Algorithms and Minimax Lower Bounds
TT Cai, Y Wang, L Zhang
arXiv preprint arXiv:2011.03900, 2020
272020
Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning
TT Cai, Y Wang, L Zhang
arXiv preprint arXiv:2303.07152, 2023
262023
Improved differentially private regression via gradient boosting
S Tang, S Aydore, M Kearns, S Rho, A Roth, Y Wang, YX Wang, ZS Wu
2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 33-56, 2024
42024
Topics in Differentially Private Statistical Inference
Y Wang
University of Pennsylvania, 2022
2022
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