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Classical dimensionality reduction - PowerPoint PPT Presentation

Manifold learning

Manifold learning. Xin Yang. Outline. Manifold and Manifold Learning Classical Dimensionality Reduction Semi-Supervised Nonlinear Dimensionality Reduction Experiment Results Conclusions. What is a manifold?. Examples: sphere and torus. Why we need manifold?. Manifold learning.

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Classical dimensionality reduction - PowerPoint PPT Presentation

Manifold learning