Model selection for servo control systems.
Mathias TantauLars PernerMark WielitzkaPublished in: Int. J. Mechatronics Autom. (2021)
Keyphrases
- model selection
- control system
- cross validation
- parameter estimation
- bayesian learning
- hyperparameters
- statistical learning
- mixture model
- sample size
- meta learning
- error estimation
- statistical inference
- regression model
- feature selection
- motion segmentation
- machine learning
- likelihood function
- information criterion
- selection criterion
- marginal likelihood
- model selection criteria
- parameter determination
- variable selection
- em algorithm
- generalization bounds
- maximum likelihood
- bayesian information criterion
- leave one out cross validation
- high dimensional
- feature space
- objective function
- bayesian networks