An Algebraic Graphical Model for Decision with Uncertainties, Feasibilities, and Utilities.
Cédric PraletGérard VerfaillieThomas SchiexPublished in: J. Artif. Intell. Res. (2007)
Keyphrases
- graphical models
- influence diagrams
- expected utility
- belief propagation
- random variables
- probabilistic model
- probabilistic inference
- approximate inference
- decision making
- probabilistic graphical models
- structure learning
- conditional independence
- markov networks
- belief networks
- utility function
- decision makers
- bayesian networks
- exact inference
- factor graphs
- decision problems
- conditional random fields
- map inference
- decision theory
- loopy belief propagation
- undirected graphical models
- probabilistic networks
- nonparametric belief propagation
- statistical inference
- graph structure
- message passing
- three dimensional
- generative model
- distributed systems
- graphical structure
- conditional dependencies