Difference between revisions of "10-601 GM1"
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=== Readings === | === Readings === | ||
| − | + | Chap 8.1 and 8.2.2 (Bishop) | |
[http://curtis.ml.cmu.edu/w/courses/images/8/89/GM-jordan.pdf Graphical Models by Michael I. Jordan] | [http://curtis.ml.cmu.edu/w/courses/images/8/89/GM-jordan.pdf Graphical Models by Michael I. Jordan] | ||
Revision as of 09:33, 12 August 2014
Slides
Readings
Chap 8.1 and 8.2.2 (Bishop) Graphical Models by Michael I. Jordan
Taking home message
- factorization theorem of BN
- Full, independent and intermediate conditional probability models
- Markov blanket
- Learning a BN
- Inference in BN is NP hard
- Approximate inference in BN
