Benefits of Learning Structure
Efficient learning -- more accurate models with less data
- Compare: P(A) and P(B) vs joint P(A,B) former requires less data!
- Discover structural properties of the domain
- Identifying independencies in the domain helps to
- Order events that occur sequentially
- Sensitivity analysis and inference
Predict effect of actions
- Involves learning causal relationship among variables
?defer to later part of the tutorial
-