Understanding the Interplay of Simultaneous Model Selection and Representation Optimization for Classification Tasks.
Fabian BürgerJosef PauliPublished in: ICPRAM (2016)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- gaussian process
- bayesian learning
- regression model
- statistical learning
- meta learning
- motion segmentation
- statistical inference
- machine learning
- feature selection
- model selection criteria
- generalization error
- error estimation
- variable selection
- mixture model
- selection criterion
- bayesian information criterion
- information criterion
- marginal likelihood
- parameter determination
- bayesian model selection
- data sets
- automatic model selection
- grid search
- bayesian methods
- high dimensional
- data mining