Self-Supervision Enhanced Feature Selection with Correlated Gates.
Changhee LeeFergus ImrieMihaela van der SchaarPublished in: ICLR (2022)
Keyphrases
- feature selection
- text categorization
- mutual information
- active learning
- feature set
- feature space
- multi class
- information gain
- high dimensionality
- microarray data
- support vector
- feature weighting
- classification models
- machine learning
- highly correlated
- microarray
- unsupervised feature selection
- unsupervised learning
- model selection
- text classification
- dimensionality reduction
- feature extraction
- database
- feature subset
- classification accuracy
- feature selection algorithms
- gene selection
- selected features
- decision trees
- discriminative features
- bayes classifier
- classification performances