Följ
Yan Chen
Yan Chen
Verifierad e-postadress på cs.duke.edu
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Principled Evaluation of Differentially Private Algorithms Using DPBench
M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang
Proceedings of the 2016 International Conference on Management of Data, 139--154, 2016
1442016
PeGaSus: Data-Adaptive Differentially Private Stream Processing
Y Chen, A Machanavajjhala, M Hay, M Gerome
ACM CCS, 2017
722017
Differentially private significance tests for regression coefficients
AF Barrientos, JP Reiter, A Machanavajjhala, Y Chen
arXiv:1705.09561, 2017
412017
Differentially Private Regression Diagnostics
Y Chen, A Machanavajjhala, JP Reiter, AF Barrientos
IEEE International Conference on Data Mining, 2016
272016
Differentially Private Algorithms for Empirical Machine Learning
B Stoddard, Y Chen, A Machanavajjhala
arXiv preprint arXiv:1411.5428, 2014
272014
Iot-detective: Analyzing iot data under differential privacy
S Ghayyur, Y Chen, R Yus, A Machanavajjhala, M Hay, G Miklau, ...
Proceedings of the 2018 International Conference on Management of Data, 1725 …, 2018
252018
On the Privacy Properties of Variants on the Sparse Vector Technique
Y Chen, A Machanavahalla
arXiv preprint arXiv:1508.07306, 2015
212015
Providing access to confidential research data through synthesis and verification: An application to data on employees of the US federal government
AF Barrientos, A Bolton, T Balmat, JP Reiter, JM de Figueiredo, ...
The Annals of Applied Statistics 12 (2), 1124-1156, 2018
132018
Exploring Privacy-Accuracy Tradeoffs using DPComp
M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang, G Bissias
Proceedings of the 2016 International Conference on Management of Data, 2101 …, 2016
132016
Is my model any good: differentially private regression diagnostics
Y Chen, AF Barrientos, A Machanavajjhala, JP Reiter
Knowledge and Information Systems 54 (1), 33-64, 2018
52018
A framework for sharing confidential research data, applied to investigating differential pay by race in the us government
AF Barrientos, A Bolton, T Balmat, JP Reiter, JM De Figueiredo, ...
National Bureau of Economic Research, 2017
32017
Principled Evaluation of Differentially Private Algorithms
M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang
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Artiklar 1–12