Learnability in Hilbert Spaces with Reproducing Kernels.
Shahar MendelsonPublished in: J. Complex. (2002)
Keyphrases
- hilbert spaces
- hilbert space
- kernel function
- variational inequalities
- reproducing kernel hilbert space
- infinite dimensional
- von neumann
- kernel methods
- finite dimensional
- multiple kernel learning
- kernel principal component analysis
- support vector
- machine learning
- convex sets
- continuous functions
- feature space
- kernel matrix
- discriminant analysis
- dimensionality reduction
- high dimensional feature space
- feature extraction