Chapter 9. Mixture Models and EM

• 9.1. K-means Clustering
• 9.2. Mixtures of Gaussians
• 9.3. An Alternative View of EM
• 9.4. The EM Algorithm in General

Resources

• My PRML Study GitHub containing data and figures
• Christopher Bishop’s PRML Book containing solution manual, errata, and figures
• Reading Group: Pattern Recognition and Machine Learning (2007-2008) at INRIA