Graphical models for problem solving.
Carlos Alberola-LópezLorenzo J. TardónJuan Ruiz-AlzolaPublished in: Comput. Sci. Eng. (2000)
Keyphrases
- graphical models
- belief propagation
- random variables
- probabilistic graphical models
- probabilistic inference
- probabilistic model
- approximate inference
- structure learning
- markov networks
- bayesian networks
- conditional random fields
- gaussian graphical models
- map inference
- factor graphs
- graph structure
- exact inference
- belief networks
- statistical inference
- higher order
- maximum likelihood
- loopy belief propagation
- least squares
- pairwise