Searching for the M Best Solutions in Graphical Models.
Natalia FlerovaRadu MarinescuRina DechterPublished in: J. Artif. Intell. Res. (2016)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- random variables
- approximate inference
- bayesian networks
- map inference
- conditional random fields
- structure learning
- exact inference
- markov networks
- belief networks
- optimal solution
- factor graphs
- conditional independence
- statistical inference
- message passing
- structural learning
- feasible solution
- loopy belief propagation
- incomplete information
- dynamic programming
- chain graphs
- directed acyclic
- gaussian graphical models
- efficient inference algorithms