Poster "spectral clustering" Papers

5 papers found

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Accelerating Spectral Clustering under Fairness Constraints

Francesco Tonin, Alex Lambert, Johan Suykens et al.

ICML 2025arXiv:2506.08143
2
citations

Dynamic Similarity Graph Construction with Kernel Density Estimation

Steinar Laenen, Peter Macgregor, He Sun

ICML 2025arXiv:2507.01696

Optimal Graph Clustering without Edge Density Signals

Maximilien Dreveton, Elaine Liu, Matthias Grossglauser et al.

NEURIPS 2025arXiv:2510.21669

Structure-Aware Spectral Sparsification via Uniform Edge Sampling

Kaiwen He, Petros Drineas, Rajiv Khanna

NEURIPS 2025arXiv:2510.12669

Dynamic Spectral Clustering with Provable Approximation Guarantee

Steinar Laenen, He Sun

ICML 2024arXiv:2406.03152