Recursive Best-First AND/OR Search for Optimization in Graphical Models.
Akihiro KishimotoRadu MarinescuPublished in: UAI (2014)
Keyphrases
- graphical models
- belief propagation
- random variables
- approximate inference
- probabilistic graphical models
- probabilistic inference
- search algorithm
- probabilistic model
- map inference
- structure learning
- search space
- exact inference
- markov networks
- mini bucket
- graph structure
- bayesian networks
- conditional random fields
- conditional independence
- belief networks
- image segmentation
- structural learning
- factor graphs
- optimization problems
- statistical inference
- upper bound
- relational databases
- markov logic networks
- loopy belief propagation
- probabilistic reasoning
- partition function
- undirected graphical models
- generative model
- possibilistic networks
- message passing