Summary of Bayes Nets
- Combine prior knowledge with observed data
- Impact of prior knowledge (when correct!) is to lower the
sample complexity
- Active research areas
- Extend from boolean to real-valued variables
- Parameterized distributions instead of tables
- Extend to first-order instead of propositional systems
- More effective inference methods
José M. Vidal
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