DAGs with NO TEARS: Smooth Optimization for Structure Learning.
Xun ZhengBryon AragamPradeep RavikumarEric P. XingPublished in: CoRR (2018)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- parameter learning
- conditional independence
- parameter estimation
- directed acyclic graph
- bayesian network structure learning
- bayesian network classifiers
- markov logic networks
- belief networks
- belief propagation
- network structure
- transfer learning
- sample size
- text mining
- data sets