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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.

168,742 papers · 148 categories

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0111 · Oct 201919922001200920172026
1 result for “epsilon-graphs”
Improved spectral convergence rates for graph Laplacians on epsilon-graphs and k-NN graphsmath.PR

The paper improves spectral convergence rates for graph Laplacians.

problem Improving spectral convergence rates for graph Laplacians.
method Utilizing regularity of continuum eigenfunctions and strong pointwise consistency results.
result Eigenvalues and eigenvectors of graph Laplacian converge to continuum at rate O(n−1/(m+4))O(n^{-1/(m+4)}).
spectral convergencegraph Laplacianepsilon-graphsk-NN graphsmanifold dimension
2019-10-29abs ↗pdf ↗