Diffusion-based Semi-supervised Spectral Algorithm for Regression on Manifolds

Weichun Xia, Jiaxin Jiang, Lei Shi

We introduce a novel diffusion-based spectral algorithm to tackle regression analysis on high-dimensional data, particularly data embedded within lower-dimensional manifolds. Tradi…