Till KTH:s startsida Till KTH:s startsida

Slides and some notes

Slides from:

  1. First lecture pdf
  2. Second lecture pdf
  3. Third lecture pdf
  4. Fourth lecture pdf
  5. Fifth lecture pdf
  6. I only used the board during this lecture. I did maximum weight independent set for trees (notes fairly ugly) and marginalization for DGMs for Bernoulli CPDs and a graph which is a binary tree (the central parts of this can be found in next lectures slides).
  7. Seventh lecture pdf
  8. Eight lecture slides pdf. Eight lecture on board pdf (really ugly first but then better ...).
  9. Ninth lecture pdf (I also showed each clique in some bag for graphs with junction trees).
  10. Tenth lecture pdf. This is covered pretty briefly in the book (23.5), but more extensively by Doucet and Johansen. (I also started on Bouchard-Cote, Jordan - SMC for phylogeny).  
  11. 11th lecture notes (SMC for phylogeny) pdf and slides.
  12. 12th lecture notes and slides.