Nonlinear Supervised Dimensionality Reduction via Smooth Regular Embeddings

Cem Ornek, Elif Vural

The recovery of the intrinsic geometric structures of data collections is an important problem in data analysis. Supervised extensions of several manifold learning approaches have…