Multi-Space Competitive DGA for Model Selection and its Application to Localization of Multiple Signal Sources.
Shudai IshikawaHideaki MisawaRyosuke KubotaTatsuji TokiwaKeiichi HorioTakeshi YamakawaPublished in: J. Adv. Comput. Intell. Intell. Informatics (2011)
Keyphrases
- model selection
- cross validation
- hyperparameters
- model selection criteria
- bayesian learning
- parameter estimation
- regression model
- statistical learning
- sample size
- feature selection
- marginal likelihood
- generalization error
- variable selection
- signal processing
- machine learning
- statistical inference
- motion segmentation
- meta learning
- gaussian process
- mixture model
- selection criterion
- generalization bounds
- error estimation
- automatic model selection
- low dimensional
- maximum likelihood
- em algorithm
- feature space
- image reconstruction
- parameter determination