Efficient Localized Inference for Large Graphical Models.
Jinglin ChenJian PengQiang LiuPublished in: CoRR (2017)
Keyphrases
- graphical models
- probabilistic inference
- exact inference
- map inference
- bayesian networks
- probabilistic model
- belief networks
- approximate inference
- factor graphs
- belief propagation
- statistical inference
- random variables
- undirected graphical models
- probabilistic graphical models
- markov networks
- loopy belief propagation
- structure learning
- nonparametric belief propagation
- efficient inference algorithms
- possibilistic networks
- probabilistic networks
- conditional random fields
- influence diagrams
- graph structure
- statistical relational learning
- bayesian inference
- collective classification
- conditional independence
- probabilistic reasoning
- message passing
- variational methods
- directed graphical models
- relational dependency networks
- marginal probabilities
- inference process
- exponential family
- efficient learning
- relational databases
- pairwise