Difference between revisions of "10-601 GM1"
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=== Readings === | === Readings === | ||
| − | Chap 8.1 and 8.2.2 (Bishop) | + | * 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] |
=== Taking home message === | === Taking home message === | ||
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
