Weighted heuristic anytime search: new schemes for optimization over graphical models.
Natalia FlerovaRadu MarinescuRina DechterPublished in: Ann. Math. Artif. Intell. (2017)
Keyphrases
- graphical models
- mini bucket
- search algorithm
- belief propagation
- random variables
- probabilistic model
- conditional random fields
- branch and bound
- probabilistic inference
- approximate inference
- probabilistic graphical models
- bayesian networks
- structure learning
- map inference
- conditional independence
- graph structure
- variable ordering heuristics
- belief networks
- combinatorial optimization
- search space
- markov networks
- statistical inference
- exact inference
- optimization problems
- factor graphs
- dynamic programming
- graphical structure
- bayesian inference
- constraint satisfaction problems
- variational methods
- statistical relational learning
- optimal solution