Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models.
Niharika GaurahaSwapan K. ParuiPublished in: CoRR (2016)
Keyphrases
- variable selection
- linear models
- high dimensional
- input variables
- cross validation
- high dimensional data
- high dimensionality
- model selection
- data points
- group lasso
- dimension reduction
- low dimensional
- clustering method
- k means
- nonlinear models
- computer vision
- learning algorithm
- dimensionality reduction
- feature space
- clustering algorithm