Poster "k-means clustering" Papers

5 papers found

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Conference

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Paper Type

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A Single-Swap Local Search Algorithm for k-Means of Lines

Ting Liang, Xiaoliang Wu, Junyu Huang et al.

NEURIPS 2025

New Algorithms for the Learning-Augmented k-means Problem

Junyu Huang, Qilong Feng, Ziyun Huang et al.

ICLR 2025
1
citations

Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond

Kyriakos Axiotis, Vincent Cohen-Addad, Monika Henzinger et al.

ICML 2024arXiv:2402.17327
16
citations

Near-Linear Time Approximation Algorithms for k-means with Outliers

Junyu Huang, Qilong Feng, Ziyun Huang et al.

ICML 2024

Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation

Sergei Shumilin, Alexander Ryabov, Nikolay Yavich et al.

ICML 2024arXiv:2507.18297
2
citations