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Non-Linear Dimensionality Reduction

Non-Linear Dimensionality Reduction. Presented by: Johnathan Franck Mentor: Alex Cloninger. Outline. Different Representations 5 Techniques Principal component analysis (PCA)/ Multi-dimensional scaling (MDS) Sammons non-linear mapping Isomap Kernel PCA Locally linear embedding.

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Non-Linear Dimensionality Reduction