SQL for SRL: Structure Learning Inside a Database System.
Oliver SchulteZhensong QianPublished in: CoRR (2015)
Keyphrases
- structure learning
- database systems
- relational database systems
- database design
- database server
- bayesian networks
- graphical models
- data types
- database applications
- databases
- database
- relational databases
- database management systems
- conditional independence
- parameter learning
- data model
- bayesian network structure learning
- transfer learning
- parameter estimation
- bayesian network classifiers
- markov logic networks
- network structure
- markov networks
- probabilistic model
- sample size
- belief propagation
- image segmentation
- model selection
- structure learning algorithm