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
17 2021 Bounded space differentially private quantiles D Alabi, O Ben-Eliezer, A Chaturvedi
arXiv preprint arXiv:2201.03380, 2022
16 2022 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
11 2021 Differentially private -means clustering via exponential mechanism and max cover A Chaturvedi, H Nguyen, E Xu
arXiv preprint arXiv:2009.01220, 2020
7 2020 Learning Gaussian Graphical Models via Multiplicative Weights A Chaturvedi, J Scarlett
International Conference on Artificial Intelligence and Statistics, 1104-1114, 2020
5 2020 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
4 2022 Streaming submodular maximization with differential privacy A Chaturvedi, H Nguyen, TD Nguyen
International Conference on Machine Learning, 4116-4143, 2023
3 2023 Improved Learning-augmented Algorithms for k-means and k-medians Clustering T Nguyen, A Chaturvedi, HL Nguyen
arXiv preprint arXiv:2210.17028, 2022
3 2022 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