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Xuan Wu
Xuan Wu
Johns Hopkins University
Verified email at jh.edu - Homepage
Title
Cited by
Cited by
Year
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
832018
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
452021
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
392022
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
372020
Coresets for ordered weighted clustering
V Braverman, SHC Jiang, R Krauthgamer, X Wu
International Conference on Machine Learning, 744-753, 2019
302019
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
212022
Near-optimal coresets for robust clustering
L Huang, SHC Jiang, J Lou, X Wu
arXiv preprint arXiv:2210.10394, 2022
162022
Coresets for clustering with missing values
V Braverman, S Jiang, R Krauthgamer, X Wu
Advances in Neural Information Processing Systems 34, 17360-17372, 2021
132021
Coresets for gaussian mixture models of any shape
D Feldman, Z Kfir, X Wu
arXiv preprint arXiv:1906.04895, 2019
122019
On optimal coreset construction for euclidean (k, z)-clustering
L Huang, J Li, X Wu
Proceedings of the 56th Annual ACM Symposium on Theory of Computing, 1594-1604, 2024
82024
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
62022
Improved algorithms for properly learning mixture of gaussians
X Wu, C Xie
National Conference of Theoretical Computer Science, 8-26, 2018
62018
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
52023
Coresets for clustering with missing values
S Jiang, R Krauthgamer, X Wu
Advances in Neural Information Processing Systems 34, 2021
52021
Coresets for clustering with general assignment constraints
L Huang, S Jiang, J Li, X Wu
CoRR, abs/2301.08460, 2023
22023
Coresets for Clustering in Graphs of Bounded Treewidth
V Braverman, L Huang, SHC Jiang, R Krauthgamer, X Wu
CoRR abs/1907.04733, 2019
22019
Wasserstein identity testing
S Deng, W Li, X Wu
arXiv preprint arXiv:1710.10457, 2017
12017
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
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