A Tangent Distance Preserving Dimensionality Reduction Algorithm

Xu Zhao, Zongli Jiang

This paper considers the problem of nonlinear dimensionality reduction. Unlike existing methods, such as LLE, ISOMAP, which attempt to unfold the true manifold in the low dimension…