A Comparison of Time-Space Schemes for Graphical Models.
Robert MateescuRina DechterPublished in: IJCAI (2007)
Keyphrases
- graphical models
- belief propagation
- probabilistic graphical models
- random variables
- probabilistic model
- approximate inference
- probabilistic inference
- bayesian networks
- map inference
- structure learning
- markov networks
- conditional independence
- statistical inference
- conditional random fields
- belief networks
- factor graphs
- exact inference
- search algorithm
- graph structure
- search space
- loopy belief propagation
- efficient inference algorithms