Week 6: Mixture Models and Expectation Maximisation

Lectures

  • Mixture Models and Expectation Maximisation 1 Slides
    • Bishop 9 (up to and including 9.2.1);
    • Bishop Exercises 9.1; 9.2; 9.3;
  • Mixture Models and Expectation Maximisation 2 Slides
    • Bishop 9 (from 9.2.2 on);
    • Bishop Exercises 9.4; 9.5; 9.7, 9.8; 9.9, 9.1; 9.12; 9.14; 9.15; 9.16; 9.17; 9.18; 9.19; 9.20; 9.21; 9.22; 9.23; 9.24; 9.25; 9.26

Tutorials