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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.

169,341 papers · 148 categories

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1 result for GraphWave

GraphWave learns node embeddings from graph neighborhoods without manual feature selection.

problem Learning structural node representations in graphs is challenging.
method GraphWave uses heat wavelet diffusion patterns to learn low-dimensional node embeddings.
result Nodes with similar network neighborhoods have similar GraphWave embeddings.