Bayesian MAP model selection of chain event graphs.
Guy FreemanJim Q. SmithPublished in: J. Multivar. Anal. (2011)
Keyphrases
- model selection
- bayesian learning
- statistical inference
- bayesian model selection
- marginal likelihood
- cross validation
- hyperparameters
- bayesian methods
- bayesian approaches
- posterior distribution
- covariate shift
- parameter estimation
- regression model
- statistical learning
- sample size
- model selection criteria
- motion segmentation
- variable selection
- maximum likelihood
- maximum a posteriori
- mixture model
- generalization error
- gaussian process
- bayesian networks
- selection criterion
- feature selection
- information criterion
- error estimation
- gaussian processes
- machine learning
- generalization bounds
- leave one out cross validation
- prior knowledge
- objective function
- support vector
- image reconstruction
- generative model