Kernel manifolds: nonlinear-augmentation dimensionality reduction using reproducing kernel Hilbert spaces

Alejandro N. Diaz, Jacob T. Needels, Irina K. Tezaur +1

This paper generalizes recent advances on quadratic manifold (QM) dimensionality reduction by developing kernel methods-based nonlinear-augmentation dimensionality reduction. QMs,…