On Uniform Deviations of General Empirical Risks with Unboundedness, Dependence, and High Dimensionality.
Wenxin JiangPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- high dimensionality
- high dimensional
- feature space
- high dimensional data
- feature selection
- special case
- microarray
- small sample size
- data dimensionality
- dimensionality reduction
- dimension reduction
- feature selection and classification
- highly correlated
- gene expression data
- noisy data
- redundant features
- subspace clustering
- machine learning
- small sample
- high dimensional datasets
- gene expression
- face recognition
- multi dimensional