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ENTITY Persistent Laplacians

Persistent Laplacians

PulseAugur coverage of Persistent Laplacians — every cluster mentioning Persistent Laplacians across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_93703 ·

    New spectral representation captures essential data signals for machine learning

    Researchers have developed a new spectral representation for persistent Laplacians that distills their eigenspectrum into three key mathematical invariants: Betti numbers, spectral gap, and analytic torsion. This approa…