Hierarchical estimation of parameters in Bayesian networks.
Laura AzzimontiGiorgio CoraniMarco ZaffalonPublished in: Comput. Stat. Data Anal. (2019)
Keyphrases
- bayesian networks
- maximum likelihood estimation
- parameter learning
- parameter estimation
- estimation process
- parameters estimation
- parametric models
- expectation maximization
- update equations
- inference in bayesian networks
- probabilistic model
- parameter values
- probability distribution
- conditional independence
- closed form solutions
- accurate estimation
- hidden markov models
- evolutionary algorithm
- artificial neural networks
- multiscale
- image segmentation