Bounded space differentially private quantiles D Alabi, O Ben-Eliezer, A Chaturvedi arXiv preprint arXiv:2201.03380, 2022 | 21 | 2022 |
Differentially private decomposable submodular maximization A Chaturvedi, H Lê Nguyễn, L Zakynthinou Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6984-6992, 2021 | 19 | 2021 |
Differentially private k-means via exponential mechanism and max cover HL Nguyen, A Chaturvedi, EZ Xu Proceedings of the AAAI conference on artificial intelligence 35 (10), 9101-9108, 2021 | 19 | 2021 |
Improved Learning-augmented Algorithms for k-means and k-medians Clustering T Nguyen, A Chaturvedi, HL Nguyen arXiv preprint arXiv:2210.17028, 2022 | 8 | 2022 |
Differentially private -means clustering via exponential mechanism and max cover A Chaturvedi, H Nguyen, E Xu arXiv preprint arXiv:2009.01220, 2020 | 7 | 2020 |
Streaming submodular maximization with differential privacy A Chaturvedi, H Nguyen, TD Nguyen International Conference on Machine Learning, 4116-4143, 2023 | 5 | 2023 |
Locally private k-means clustering with constant multiplicative approximation and near-optimal additive error A Chaturvedi, M Jones, H Lê Nguyễn Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6167-6174, 2022 | 5 | 2022 |
Learning gaussian graphical models via multiplicative weights A Chaturvedi, J Scarlett International Conference on Artificial Intelligence and Statistics, 1104-1114, 2020 | 5 | 2020 |
Universal 1-bit compressive sensing for bounded dynamic range signals S Bansal, A Bhattacharyya, A Chaturvedi, J Scarlett 2022 IEEE International Symposium on Information Theory (ISIT), 3280-3284, 2022 | 2 | 2022 |
Higher Utility Methods for Differentially Private Optimization A Chaturvedi Northeastern University, 2024 | | 2024 |