Model Selection and Stability in Spectral Clustering .
Zeev VolkovichRenata AvrosPublished in: KDIR (2012)
Keyphrases
- model selection
- spectral clustering
- cross validation
- clustering method
- data clustering
- pairwise
- hyperparameters
- sample size
- regression model
- model selection criteria
- parameter estimation
- k means
- machine learning
- mixture model
- motion segmentation
- clustering algorithm
- feature selection
- selection criterion
- variable selection
- image segmentation
- unsupervised learning
- information criterion
- generalization error
- gaussian process
- real world
- learning algorithm
- cluster analysis
- text classification