Partial Gaussian Graphical Model Estimation.
Xiao-Tong YuanTong ZhangPublished in: IEEE Trans. Inf. Theory (2014)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- approximate inference
- probabilistic graphical models
- probabilistic inference
- map inference
- conditional random fields
- factor graphs
- bayesian networks
- structure learning
- exact inference
- belief networks
- graph structure
- conditional dependencies
- markov networks
- conditional independence
- importance sampling
- message passing
- parameter estimation
- maximum likelihood
- three dimensional
- nonparametric belief propagation
- prior knowledge
- loopy belief propagation
- pairwise