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Spectral Clustering Based on Local PCA

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Robust Multi-Manifold Clustering via Simplex Paths

stat.ML · 2025-07-14 · conditional · novelty 6.0

A new clustering distance, the largest angle path distance, separates intersecting manifolds using dihedral angles between simplices, with high-probability guarantees and near-linear runtime.

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  • Robust Multi-Manifold Clustering via Simplex Paths stat.ML · 2025-07-14 · conditional · none · ref 2

    A new clustering distance, the largest angle path distance, separates intersecting manifolds using dihedral angles between simplices, with high-probability guarantees and near-linear runtime.