Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks.
Andrés CanoManuel Gómez-OlmedoAndrés R. MasegosaSerafín MoralPublished in: Int. J. Approx. Reason. (2013)
Keyphrases
- bayesian networks
- hidden variables
- learning process
- parameter learning
- learning algorithm
- maximum likelihood
- learning tasks
- bayesian network structure
- reinforcement learning
- posterior probability
- bayesian methods
- bayesian learning
- active learning
- structure learning algorithm
- expectation maximization
- learning systems
- graphical models
- supervised learning
- structure learning
- learning bayesian networks
- markov blanket