FastGGM: An Efficient Algorithm for the Inference of Gaussian Graphical Model in Biological Networks.
Ting WangZhao RenYing DingZhou FangZhe SunMatthew L. MacDonaldRobert A. SweetJieru WangWei ChenPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- graphical models
- factor graphs
- probabilistic model
- map inference
- learning algorithm
- bayesian networks
- dynamic programming
- graph structure
- probabilistic inference
- expectation maximization
- random variables
- approximate inference
- belief propagation
- gene expression
- biological networks
- message passing
- prior information
- conditional random fields
- supervised learning
- high dimensional
- feature selection