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Mathematics11(2), 436 (2023)

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Consistent line clustering using geometric hypergraphs

math.ST · 2025-05-30 · unverdicted · novelty 7.0

Derives information-theoretic recovery thresholds for two intersecting lines with polynomial mass concentration near the intersection and matches them (up to polylog factors) via a spectral algorithm on a hypergraph built from nearly collinear triples.

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  • Consistent line clustering using geometric hypergraphs math.ST · 2025-05-30 · unverdicted · none · ref 43

    Derives information-theoretic recovery thresholds for two intersecting lines with polynomial mass concentration near the intersection and matches them (up to polylog factors) via a spectral algorithm on a hypergraph built from nearly collinear triples.