Expectation Maximization and Clustering

Content

• Clustering

  • K-Means

  • Mixture of Gaussians

• Expecation Maxmiziation

  • E Step

  • M Step

  • Likelihood is not decrasing

• Variational Methods

Supplementary material

Slides in PDF

Recommended papers

• Max Welling clustering notes PS

• Max Welling EM notes PS