Information-theoretic dataset selection for fast kernel learning.
António R. C. PaivaPublished in: IJCNN (2017)
Keyphrases
- information theoretic
- kernel learning
- mutual information
- multiple kernel learning
- kernel function
- support vector regression
- kernel matrix
- learning tasks
- kernel methods
- dimensionality reduction
- training dataset
- multi task learning
- semi supervised
- pattern recognition
- pairwise constraints
- distance measure
- similarity measure
- feature set
- metric learning
- support vector