Quasi-parametric Recovery of Hammerstein System Nonlinearity by Smart Model Selection.
Zygmunt HasiewiczGrzegorz MzykPrzemyslaw SliwinskiPublished in: ICAISC (2) (2010)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- sample size
- machine learning
- regression model
- mixture model
- motion segmentation
- variable selection
- error estimation
- parameter determination
- statistical learning
- meta learning
- feature selection
- model selection criteria
- generalization error
- marginal likelihood
- information criterion
- learning algorithm
- leave one out cross validation
- statistical inference
- selection criterion
- gaussian process
- training set
- objective function
- bayesian model selection