An Extension of Lazy Evaluation for Influence Diagrams Avoiding Redundant Variables in the Potentials.
Marta VomlelováFinn Verner JensenPublished in: Probabilistic Graphical Models (2002)
Keyphrases
- bayesian decision problems
- lazy evaluation
- influence diagrams
- decision problems
- sort merge
- probabilistic inference
- sensitivity analysis
- functional programs
- decision making
- higher order
- random variables
- graphical models
- data mining
- conditional probabilities
- belief networks
- special case
- random access
- training data
- learning algorithm