Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering.
Yule VazRodrigo Fernandes de MelloCarlos Henrique Grossi FerreiraPublished in: CoRR (2019)
Keyphrases
- data clustering
- generalization bounds
- data dependent
- learning theory
- generalization ability
- model selection
- ranking algorithm
- vc dimension
- clustering algorithm
- unsupervised learning
- linear classifiers
- k means
- statistical learning theory
- learning problems
- cluster analysis
- ranking functions
- information retrieval
- learning machines
- learning algorithm
- neural network
- feature vectors
- computer vision
- kernel machines
- machine learning