Hierarchical block structures and high-resolution model selection in large networks.
Tiago P. PeixotoPublished in: CoRR (2013)
Keyphrases
- model selection
- high resolution
- cross validation
- mixture model
- bayesian learning
- statistical learning
- parameter estimation
- hyperparameters
- sample size
- model selection criteria
- error estimation
- image processing
- regression model
- machine learning
- super resolution
- variable selection
- motion segmentation
- unsupervised learning
- gaussian process
- meta learning
- generalization error
- selection criterion
- feature selection
- bayesian methods
- statistical inference
- leave one out cross validation
- parameter determination
- bayesian model selection
- information criterion
- learning algorithm