Complex Diffusion Maps with $\omega$-Parameterized Kernels Revealing Inherent Harmonic Representations

Tongzhen Dang, Weiyang Ding, Michael K. Ng

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…