Efficient Localized Inference for Large Graphical Models.
Jinglin ChenJian PengQiang LiuPublished in: IJCAI (2018)
Keyphrases
- graphical models
- probabilistic inference
- exact inference
- bayesian networks
- map inference
- belief propagation
- belief networks
- factor graphs
- loopy belief propagation
- probabilistic graphical models
- probabilistic model
- approximate inference
- undirected graphical models
- statistical inference
- random variables
- structure learning
- efficient inference algorithms
- conditional random fields
- conditional independence
- markov networks
- nonparametric belief propagation
- markov logic networks
- message passing
- possibilistic networks
- graph structure
- graph cuts
- relational dependency networks
- variational methods
- influence diagrams
- exponential family
- marginal probabilities
- markov random field