Decision Theoretic Foundations of Graphical Model Selection.
Paola SebastianiMarco RamoniPublished in: UAI (1998)
Keyphrases
- model selection
- decision theoretic
- cross validation
- hyperparameters
- parameter estimation
- expected utility
- bayesian learning
- mixture model
- regression model
- sample size
- decision theory
- decision models
- statistical learning
- variable selection
- feature selection
- model selection criteria
- motion segmentation
- machine learning
- meta learning
- gaussian process
- error estimation
- statistical inference
- statistical model
- bayesian information criterion
- bayesian methods
- selection criterion
- leave one out cross validation
- information criterion
- marginal likelihood