SCAMS: Simultaneous Clustering and Model Selection.
Zhuwen LiLoong-Fah CheongSteven Zhiying ZhouPublished in: CVPR (2014)
Keyphrases
- model selection
- simultaneous clustering
- mixture model
- unsupervised learning
- cross validation
- hyperparameters
- clustering algorithm
- selection criterion
- parameter estimation
- matrix factorization
- rows and columns
- model selection criteria
- machine learning
- data matrix
- generalization error
- density estimation
- gene expression data
- sample size
- feature selection
- supervised learning
- information criterion
- data sets
- posterior distribution
- em algorithm
- feature set
- dimensionality reduction