Non Linear Manifold Learning

given high-dimensional data sampled from an unknown low-dimensional manifold, how can we automatically recover a good embedding

• Isometric Feature Mapping (ISOMAP)
• Locally Linear Embedding (LLE)
• Principal Curve Analysis