Xuan Wu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Dimensional Euclidean Space

Gaussian Mixture

Data Clustering

Top Venues

Publications

Lingxiao Huang, Jian Li, Xuan Wu
On Optimal Coreset Construction for Euclidean (k, z)-Clustering. STOC (2024)
Lingxiao Huang, Pinyan Lu, Xuan Wu
Improved Coresets for Clustering with Capacity and Fairness Constraints. CoRR (2023)
Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu
Coresets for Clustering with General Assignment Constraints. CoRR (2023)
Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu
On Coresets for Clustering in Small Dimensional Euclidean Spaces. CoRR (2023)
Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu
On Coresets for Clustering in Small Dimensional Euclidean spaces. ICML (2023)
Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu
Near-optimal Coresets for Robust Clustering. ICLR (2023)
Murad Tukan, Xuan Wu, Samson Zhou, Vladimir Braverman, Dan Feldman
New Coresets for Projective Clustering and Applications. AISTATS (2022)
Murad Tukan, Xuan Wu, Samson Zhou, Vladimir Braverman, Dan Feldman
New Coresets for Projective Clustering and Applications. CoRR (2022)
Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu
Near-optimal Coresets for Robust Clustering. CoRR (2022)
Vladimir Braverman, Vincent Cohen-Addad, Shaofeng H.-C. Jiang, Robert Krauthgamer, Chris Schwiegelshohn, Mads Bech Toftrup, Xuan Wu
The Power of Uniform Sampling for Coresets. FOCS (2022)
Vladimir Braverman, Vincent Cohen-Addad, Shaofeng H.-C. Jiang, Robert Krauthgamer, Chris Schwiegelshohn, Mads Bech Toftrup, Xuan Wu
The Power of Uniform Sampling for Coresets. CoRR (2022)
Lingxiao Huang, Jian Li, Xuan Wu
Towards Optimal Coreset Construction for (k, z)-Clustering: Breaking the Quadratic Dependency on k. CoRR (2022)
Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Clustering in Excluded-minor Graphs and Beyond. SODA (2021)
Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Clustering with Missing Values. NeurIPS (2021)
Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Clustering with Missing Values. CoRR (2021)
Daniel N. Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Clustering in Graphs of Bounded Treewidth. ICML (2020)
Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Clustering in Excluded-minor Graphs and Beyond. CoRR (2020)
Dan Feldman, Zahi Kfir, Xuan Wu
Coresets for Gaussian Mixture Models of Any Shape. CoRR (2019)
Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Clustering in Graphs of Bounded Treewidth. CoRR (2019)
Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Ordered Weighted Clustering. ICML (2019)
Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu
Coresets for Ordered Weighted Clustering. CoRR (2019)
Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu
Epsilon-Coresets for Clustering (with Outliers) in Doubling Metrics. FOCS (2018)
Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu
ε-Coresets for Clustering (with Outliers) in Doubling Metrics. CoRR (2018)
Shichuan Deng, Wenzheng Li, Xuan Wu
Wasserstein Identity Testing. CoRR (2017)