Conditional score matching for high-dimensional partial graphical models.
Xinyan FanQingzhao ZhangShuangge MaKuangnan FangPublished in: Comput. Stat. Data Anal. (2021)
Keyphrases
- graphical models
- high dimensional
- belief propagation
- probabilistic inference
- chain graphs
- probabilistic model
- bayesian networks
- probabilistic graphical models
- approximate inference
- random variables
- conditional random fields
- graphical structure
- structure learning
- map inference
- matching algorithm
- markov networks
- exact inference
- belief networks
- conditional independence
- conditional probabilities
- graph structure
- image matching
- low dimensional
- gene expression data
- dimensionality reduction
- data points
- first order logic
- statistical inference
- statistical relational learning
- hidden markov models
- feature space
- factor graphs
- structural learning