High dimensional Gaussian copula graphical model with FDR control.
Yong HeXinsheng ZhangPingping WangLiwen ZhangPublished in: Comput. Stat. Data Anal. (2017)
Keyphrases
- graphical models
- high dimensional
- belief propagation
- random variables
- probabilistic inference
- probabilistic model
- approximate inference
- probabilistic graphical models
- structure learning
- factor graphs
- bayesian networks
- markov networks
- gaussian mixture
- exact inference
- map inference
- belief networks
- conditional random fields
- low dimensional
- graph structure
- conditional dependencies
- gaussian graphical models
- conditional independence
- message passing
- undirected graphical models
- feature space
- gaussian distribution
- image sequences