Nonlinear Dimensionality Reduction - Linear Methods

Linear Methods

  • Independent component analysis (ICA).
  • Principal component analysis (PCA) (also called Karhunen–Loève transform — KLT).
  • Singular value decomposition (SVD).
  • Factor analysis.

Read more about this topic:  Nonlinear Dimensionality Reduction

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