Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation.
Shuheng ZhouPublished in: NIPS (2009)
Keyphrases
- variable selection
- statistical estimation
- high dimensional
- image segmentation
- input variables
- linear models
- cross validation
- dimension reduction
- low dimensional
- high dimensional data
- stochastic search
- denoising
- model selection
- group lasso
- feature space
- dimensionality reduction
- data points
- high dimensionality
- microarray data
- nearest neighbor
- training data
- ensemble selection
- machine learning
- genetic programming
- rough sets
- support vector
- number of input variables