Complex Diffusion Maps with $\omega$-Parameterized Kernels Revealing Inherent Harmonic Representations
arXiv:2605.01691v1 Announce Type: new
Abstract: In this paper, we propose Complex Diffusion Maps (CDM), a novel diffusion mapping framework that aims to reveal the dominant complex harmonics of high-dimensional data. Inspired by the local Gaussian ker…