Coarse-refinement dilemma: On generalization bounds for data clustering.
Yule VazRodrigo Fernandes de MelloCarlos Henrique Grossi FerreiraPublished in: Expert Syst. Appl. (2021)
Keyphrases
- data clustering
- generalization bounds
- data dependent
- learning theory
- generalization ability
- model selection
- unsupervised learning
- learning problems
- ranking algorithm
- vc dimension
- linear classifiers
- statistical learning theory
- clustering algorithm
- cluster analysis
- k means
- supervised learning
- learning machines
- learning algorithm
- ranking functions
- kernel machines
- sample complexity
- bp neural network
- feature selection
- support vector machine svm
- pattern recognition