Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment

Zhenyue Zhang, Hongyuan Zha

Nonlinear manifold learning from unorganized data points is a very challenging unsupervised learning and data visualization problem with a great variety of applications. In this pa…