Följ
Hua Wang
Hua Wang
Statistics Department of Wharton School, University of Pennsylvania
Verifierad e-postadress på wharton.upenn.edu
Titel
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On the convergence and calibration of deep learning with differential privacy
Z Bu, H Wang, Z Dai, Q Long
Transactions on machine learning research 2023, 2023
382023
Analytical composition of differential privacy via the edgeworth accountant
H Wang, S Gao, H Zhang, M Shen, WJ Su
arXiv preprint arXiv:2206.04236, 2022
182022
The price of competition: Effect size heterogeneity matters in high dimensions
H Wang, Y Yang, WJ Su
IEEE Transactions on Information Theory 68 (8), 5268-5294, 2022
102022
The complete Lasso tradeoff diagram
H Wang, Y Yang, Z Bu, W Su
Advances in Neural Information Processing Systems 33, 20051-20060, 2020
102020
Imitating deep learning dynamics via locally elastic stochastic differential equations
J Zhang, H Wang, W Su
Advances in Neural Information Processing Systems 34, 6392-6403, 2021
52021
在线学习方法综述: 汤普森抽样和其他方法
何斯迈， 金羽佳， 王华， 葛冬冬
运筹学学报 21 (4), 84-102, 2017
32017
DP-HyPO: An Adaptive Private Hyperparameter Optimization Framework
H Wang, S Gao, H Zhang, WJ Su, M Shen
arXiv preprint arXiv:2306.05734, 2023
12023
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Artiklar 1–7