UBL: UTILITY-BASED LEARNING

Utility-Based Learning provides a pedagogical, self-contained discussion of probability estimation methods via a coherent approach from the viewpoint of a decision maker who acts in an uncertain environment. This approach is motivated by the idea that probabilistic models are usually not learned for their own sake; rather, they are used to make decisions.

This Resource Covers:
1. Meaning of UBL
2. UBL Features
3. UBL View Point
4. UBL Impact
5. UBL Process
6. UBL Resources