Statistical Inference for Pairwise Graphical Models Using Score Matching.
Ming YuMladen KolarVarun GuptaPublished in: NIPS (2016)
Keyphrases
- statistical inference
- graphical models
- belief propagation
- pairwise
- probabilistic model
- random variables
- approximate inference
- bayesian networks
- probabilistic inference
- probabilistic graphical models
- markov networks
- message passing
- structure learning
- map inference
- conditional independence
- conditional random fields
- markov random field
- similarity measure
- image matching
- statistical relational learning
- factor graphs
- bayesian inference
- model selection
- semi supervised
- higher order
- information extraction
- reinforcement learning