Blockout: Dynamic Model Selection for Hierarchical Deep Networks.
Calvin MurdockZhen LiHoward ZhouTom DuerigPublished in: CVPR (2016)
Keyphrases
- model selection
- cross validation
- parameter estimation
- bayesian learning
- hyperparameters
- statistical learning
- variable selection
- sample size
- regression model
- statistical inference
- error estimation
- meta learning
- machine learning
- generalization error
- unsupervised learning
- model selection criteria
- bayesian model selection
- parameter determination
- feature selection
- selection criterion
- automatic model selection
- multivariate regression
- motion segmentation
- mixture model
- learning algorithm
- bayesian information criterion
- marginal likelihood
- generalization bounds
- gaussian process