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RESEARCH · CL_93703 · Jun 15 · 17:28

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…