| 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 | 190 | 2016 |
| PeGaSus: Data-Adaptive Differentially Private Stream Processing Y Chen, A Machanavajjhala, M Hay, M Gerome ACM CCS, 2017 | 116 | 2017 |
| Differentially private significance tests for regression coefficients AF Barrientos, JP Reiter, A Machanavajjhala, Y Chen arXiv:1705.09561, 2017 | 70 | 2017 |
| Differentially Private Regression Diagnostics Y Chen, A Machanavajjhala, JP Reiter, AF Barrientos IEEE International Conference on Data Mining, 2016 | 39 | 2016 |
| 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 | 38 | 2018 |
| Differentially Private Algorithms for Empirical Machine Learning B Stoddard, Y Chen, A Machanavajjhala arXiv preprint arXiv:1411.5428, 2014 | 35 | 2014 |
| 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, ... | 34 | 2018 |
| 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 | 31 | 2016 |
| On the Privacy Properties of Variants on the Sparse Vector Technique Y Chen, A Machanavahalla arXiv preprint arXiv:1508.07306, 2015 | 29 | 2015 |
| 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 | 6 | 2018 |
| 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 | 4 | 2017 |
| Principled Evaluation of Differentially Private Algorithms M Hay, A Machanavajjhala, G Miklau, Y Chen, D Zhang | | |
Ashwin MachanavajjhalaAssociate Professor, Duke UniversityVerified email at cs.duke.edu
