Algorithmic stability and generalization of an unsupervised feature selection algorithm.
Xinxing WuQiang ChengPublished in: NeurIPS (2021)
Keyphrases
- feature selection algorithms
- generalization bounds
- algorithmic stability
- feature selection
- learning theory
- data dependent
- data sets
- generalization ability
- model selection
- unsupervised learning
- selection algorithm
- feature subset
- machine learning
- linear classifiers
- generalization error
- ranking functions
- learning problems
- feature set
- supervised learning
- semi supervised
- ranking algorithm
- vc dimension
- learning machines
- statistical learning theory
- image processing
- classification models
- multi class
- lower bound
- pattern recognition
- decision trees