Learning Markov Network Structure using Few Independence Tests.
Parichey GandhiFacundo BrombergDimitris MargaritisPublished in: SDM (2008)
Keyphrases
- expert systems
- conditional independence tests
- markov networks
- structural learning
- hidden variables
- conditional independence
- structure learning
- learning algorithm
- bayesian networks
- reinforcement learning
- training data
- active learning
- graphical models
- markov logic networks
- information retrieval
- hidden markov models
- maximum likelihood
- belief propagation
- prior knowledge
- image processing