Structure learning of sparse directed acyclic graphs incorporating the scale-free property.
Xiao GuoHai ZhangYao WangYong LiangPublished in: Comput. Stat. (2019)
Keyphrases
- structure learning
- directed acyclic graph
- scale free
- conditional independence
- complex networks
- graphical models
- small world
- bayesian networks
- structural learning
- random variables
- bayesian network structure
- equivalence classes
- power law
- causal models
- directed graph
- network structure
- causal discovery
- parameter estimation
- markov blanket
- dynamic bayesian networks
- high dimensional
- community structure
- gene regulatory networks
- transfer learning
- biological networks
- markov networks
- undirected graph
- probabilistic model
- reinforcement learning