On optimal input design and model selection for communication channels.
Yanyan LiSeddik M. DjouadiMohammed M. OlamaPublished in: ICNC (2013)
Keyphrases
- model selection
- communication channels
- cross validation
- hyperparameters
- parameter estimation
- regression model
- statistical learning
- machine learning
- bayesian learning
- feature selection
- generalization error
- gaussian process
- error estimation
- statistical inference
- model selection criteria
- sample size
- marginal likelihood
- information criterion
- motion segmentation
- active learning
- automatic model selection
- leave one out cross validation
- similarity measure
- bayesian methods
- meta learning
- mixture model
- missing values
- variable selection