Gaussian differential privacy J Dong, A Roth, WJ Su Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2022 | 561 | 2022 |
Deep learning with gaussian differential privacy Z Bu, J Dong, Q Long, WJ Su Harvard data science review 2020 (23), 2020 | 234 | 2020 |
Strategic classification from revealed preferences J Dong, A Roth, Z Schutzman, B Waggoner, ZS Wu Proceedings of the 2018 ACM Conference on Economics and Computation, 55-70, 2018 | 218 | 2018 |
Optimal accounting of differential privacy via characteristic function Y Zhu, J Dong, YX Wang International Conference on Artificial Intelligence and Statistics, 4782-4817, 2022 | 114 | 2022 |
Optimal differential privacy composition for exponential mechanisms J Dong, D Durfee, R Rogers International Conference on Machine Learning, 2597-2606, 2020 | 71 | 2020 |
Sharp composition bounds for Gaussian differential privacy via Edgeworth expansion Q Zheng, J Dong, Q Long, W Su International Conference on Machine Learning, 11420-11435, 2020 | 20 | 2020 |
A Central Limit Theorem for Differentially Private Query Answering J Dong, WJ Su, L Zhang NeurIPS 2021, 2021 | 12 | 2021 |
Log-concave and multivariate canonical noise distributions for differential privacy J Awan, J Dong Advances in Neural Information Processing Systems 35, 34229-34240, 2022 | 10 | 2022 |
Privacy amplification via iteration for shuffled and online PNSGD M Sordello, Z Bu, J Dong Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 8 | 2021 |
Equilibrium Characterization for Data Acquisition Games J Dong, H Elzayn, S Jabbari, M Kearns, Z Schutzman Proceedings of the Twenty-Eighth International Joint Conference on …, 2019 | 4 | 2019 |
Gaussian differential privacy and related techniques J Dong University of Pennsylvania, 2020 | 2 | 2020 |
Error-Tolerant E-Discovery Protocols J Dong, JD Hartline, L Shan, A Vijayaraghavan Proceedings of the Symposium on Computer Science and Law, 24-35, 2024 | 1 | 2024 |
Classification Protocols with Minimal Disclosure J Dong, J Hartline, A Vijayaraghavan Proceedings of the 2022 Symposium on Computer Science and Law, 67-76, 2022 | 1 | 2022 |
Rejoinder: Gaussian Differential Privacy J Dong, A Roth, WJ Su arXiv preprint arXiv:2104.01987, 2021 | 1 | 2021 |