Uniform joint screening for ultra-high dimensional graphical models.
Zemin ZhengHaiyu ShiYang LiHui YuanPublished in: J. Multivar. Anal. (2020)
Keyphrases
- graphical models
- high dimensional
- belief propagation
- probabilistic model
- probabilistic inference
- random variables
- approximate inference
- bayesian networks
- probabilistic graphical models
- map inference
- structure learning
- low dimensional
- markov networks
- belief networks
- exact inference
- graph structure
- conditional random fields
- conditional independence
- data points
- high dimensional data
- loopy belief propagation
- dimensionality reduction
- feature space
- high dimensionality
- message passing
- generative model
- probability distribution
- graphical structure
- gaussian graphical models