Identifying Gene Network Rewiring Using Robust Differential Graphical Model with Multivariate $t$t-Distribution.
Rui YuanLe Ou-YangXiaohua HuXiao-Fei ZhangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- graphical models
- random variables
- belief propagation
- gene networks
- probabilistic model
- probabilistic graphical models
- approximate inference
- probabilistic inference
- bayesian networks
- markov networks
- structure learning
- conditional random fields
- gene regulatory networks
- conditional independence
- belief networks
- message passing
- probability distribution
- dynamic programming
- high dimensional
- machine learning