Multi-Scale Analysis on Complex Networks using Hermitian Graph Wavelets

Zach Gelbaum, Mathew Titus, James Watson

We construct and study a class of spectral graph wavelets by analogy with Hermitian wavelets on the real line. We provide a localization result that significantly improves upon tho…