Recap of SVD and related concepts

  • SVD demo with low-rank plus noise matrix
  • Connections between SVD and (regularized) least squares
  • Connection between SVD and the pseudoinverse of a matrix
  • Relation between SVD and PCA, PCA demo
  • Eigen demo, eigen-SVD connection

Back to classification using linear discriminants

  • The Perceptron algorithm for separable data

Last modified: Saturday, 25 August 2007, 10:09 AM