A Fast Automated Model Selection Approach Based on Collaborative Knowledge.
Zhenyuan SunZixuan ChenZhenying HeYinan JingX. Sean WangPublished in: DASFAA (1) (2020)
Keyphrases
- bayesian information criterion
- model selection
- cross validation
- parameter estimation
- mixture model
- hyperparameters
- prior knowledge
- bayesian learning
- selection criterion
- regression model
- statistical learning
- error estimation
- meta learning
- marginal likelihood
- generalization error
- model selection criteria
- sample size
- feature selection
- statistical inference
- bayesian methods
- data sets
- automatic model selection
- bayesian model selection
- generalization bounds
- variable selection
- motion segmentation
- active learning
- machine learning