Revisited EM Algorithms for Learning Structure and Parameters in Bayesian Networks.
José Eduardo Ochoa LunaMaria Bernadete ZanussoPublished in: IC-AI (2005)
Keyphrases
- bayesian networks
- learning algorithm
- parameter learning
- structure learning algorithm
- hidden variables
- markov blanket
- bayesian network structure
- learning systems
- expectation maximization
- parameter tuning
- structure learning
- probabilistic model
- bayesian methods
- conditional independence tests
- learning process
- noise tolerant
- em algorithm
- online learning
- learning models
- generative model
- bayesian network models
- structured representations
- data structure