Epsilon-coresets for clustering (with outliers) in doubling metrics L Huang, SHC Jiang, J Li, X Wu
2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS …, 2018
75 2018 Coresets for clustering in excluded-minor graphs and beyond V Braverman, SHC Jiang, R Krauthgamer, X Wu
Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA …, 2021
40 2021 Coresets for clustering in graphs of bounded treewidth D Baker, V Braverman, L Huang, SHC Jiang, R Krauthgamer, X Wu
International Conference on Machine Learning, 569-579, 2020
31 2020 The power of uniform sampling for coresets V Braverman, V Cohen-Addad, HCS Jiang, R Krauthgamer, ...
2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
29 2022 Coresets for ordered weighted clustering V Braverman, SHC Jiang, R Krauthgamer, X Wu
International Conference on Machine Learning, 744-753, 2019
25 2019 New coresets for projective clustering and applications M Tukan, X Wu, S Zhou, V Braverman, D Feldman
International Conference on Artificial Intelligence and Statistics, 5391-5415, 2022
17 2022 Coresets for clustering with missing values V Braverman, S Jiang, R Krauthgamer, X Wu
Advances in Neural Information Processing Systems 34, 17360-17372, 2021
12 2021 Coresets for gaussian mixture models of any shape D Feldman, Z Kfir, X Wu
arXiv preprint arXiv:1906.04895, 2019
12 2019 Near-optimal coresets for robust clustering L Huang, SHC Jiang, J Lou, X Wu
arXiv preprint arXiv:2210.10394, 2022
9 2022 Towards optimal coreset construction for (k, z)-clustering: Breaking the quadratic dependency on k L Huang, J Li, X Wu
CoRR, abs/2211.11923 2 (3), 9, 2022
5 2022 Coresets for clustering with missing values S Jiang, R Krauthgamer, X Wu
Advances in Neural Information Processing Systems 34, 2021
5 2021 Improved algorithms for properly learning mixture of gaussians X Wu, C Xie
National Conference of Theoretical Computer Science, 8-26, 2018
4 2018 On coresets for clustering in small dimensional Euclidean spaces L Huang, R Huang, Z Huang, X Wu
International Conference on Machine Learning, 13891-13915, 2023
3 2023 On Optimal Coreset Construction for Euclidean -Clustering L Huang, J Li, X Wu
arXiv preprint arXiv:2211.11923, 2022
3 2022 Coresets for clustering with general assignment constraints L Huang, S Jiang, J Li, X Wu
CoRR, abs/2301.08460, 2023
2 2023 Coresets for Clustering in Graphs of Bounded Treewidth V Braverman, L Huang, SHC Jiang, R Krauthgamer, X Wu
CoRR abs/1907.04733, 2019
2 2019 Wasserstein identity testing S Deng, W Li, X Wu
arXiv preprint arXiv:1710.10457, 2017
1 2017 Improved Coresets for Clustering with Capacity and Fairness Constraints L Huang, P Lu, X Wu
arXiv preprint arXiv:2302.11151, 2023
2023 Coresets for Constrained Clustering: General Assignment Constraints and Improved Size Bounds L Huang, J Li, P Lu, X Wu
arXiv preprint arXiv:2301.08460, 2023
2023 Coresets for Clustering: Foundations and Challenges X Wu
Johns Hopkins University, 2022
2022