Feature Selection using Stochastic Gates.
Yutaro YamadaOfir LindenbaumSahand NegahbanYuval KlugerPublished in: ICML (2020)
Keyphrases
- feature selection
- text categorization
- feature space
- mutual information
- feature set
- selected features
- classification accuracy
- text classification
- multi class
- feature subset
- irrelevant features
- support vector
- feature extraction
- learning automata
- machine learning
- bayes classifier
- discriminative features
- stochastic optimization
- high dimensionality
- unsupervised learning
- informative features
- conditional mutual information
- microarray classification
- small sample
- stochastic processes
- feature selection algorithms
- multi task
- microarray data
- monte carlo
- dimensionality reduction
- genetic algorithm
- information retrieval