Difference between revisions of "10-601 GM1"

From Cohen Courses
Jump to navigationJump to search
(Created page with " === Slides === [http://curtis.ml.cmu.edu/w/courses/images/9/9e/Lecture18-GM.pdf Slides in PDF] === Readings === [http://curtis.ml.cmu.edu/w/courses/images/8/89/GM-jordan.p...")
(No difference)

Revision as of 23:21, 3 November 2013

Slides

Slides in PDF

Readings

Graphical Models by Michael I. Jordan

Taking home message

  • factorization theorem of BN
  • local conditional dependencies in a BN
  • directed and undirected GM: BN versus MRF
  • draw HMM and Topic Models as graphical models