Residual-Guided Look-Ahead in AND/OR Search for Graphical Models.
William LamKalev KaskJavier LarrosaRina DechterPublished in: J. Artif. Intell. Res. (2017)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- probabilistic graphical models
- approximate inference
- probabilistic inference
- search algorithm
- map inference
- conditional independence
- markov networks
- conditional random fields
- structure learning
- search space
- exact inference
- bayesian networks
- tree search
- belief networks
- loopy belief propagation
- factor graphs
- chain graphs
- graph structure
- exponential family
- statistical relational learning
- pairwise
- possibilistic networks