Outline
Bayesian networks: a review
- Probability 101
- What are Bayesian networks?
- What can we do with Bayesian networks?
- The learning problem...
Parameter learning: Complete data
Parameter learning: Incomplete data
Structure learning: Complete data
Application: classification
Learning causal relationships
Structure learning: Incomplete data