On the Expressive Power of Kernel Methods and the Efficiency of Kernel Learning by Association Schemes.
Pravesh K. KothariRoi LivniPublished in: CoRR (2019)
Keyphrases
- expressive power
- kernel methods
- kernel learning
- kernel matrix
- kernel function
- multiple kernel learning
- kernel matrices
- query language
- kernel trick
- first order logic
- support vector
- learning problems
- feature space
- learning tasks
- support vector machine
- multiple kernel
- machine learning
- reproducing kernel hilbert space
- semidefinite programming
- support vector regression
- distance measure
- feature extraction
- face recognition
- input space
- data model