Sparsity aware consistent and high precision variable selection.
Tohid Yousefi RezaiiMohammad Ali TinatiSoosan BeheshtiPublished in: Signal Image Video Process. (2014)
Keyphrases
- high precision
- variable selection
- high dimensional
- group lasso
- high recall
- sparsity inducing
- cross validation
- linear models
- input variables
- dimension reduction
- model selection
- high reliability
- stochastic search
- high accuracy
- low dimensional
- structured sparsity
- achieve high precision
- dimensionality reduction
- ensemble selection
- convex optimization
- image processing
- number of input variables