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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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1 result for “VillageNet”
VillageNet: Graph-based, Easily-interpretable, Unsupervised Clustering for Broad Biomedical Applicationscs.LG

VillageNet clusters high-dimensional datasets without needing cluster count, using K-Means and WLCF.

problem Clustering large, high-dimensional datasets with diverse variables.
method VillageNet operates in two phases: K-Means for village division and WLCF for network community detection.
result VillageNet autonomously determines optimal number of clusters and outperforms other methods in NMI.
clusteringunsupervisedhigh-dimensionalVillageNetK-Means
2025-01-16abs ↗pdf ↗