Explicit recursivity into reproducing kernel Hilbert spaces.
Devis TuiaGustavo Camps-VallsManel Martínez-RamónPublished in: ICASSP (2011)
Keyphrases
- reproducing kernel hilbert space
- gaussian kernels
- reproducing kernel
- uniform convergence
- loss function
- kernel methods
- learning theory
- data dependent
- euclidean space
- covering numbers
- density estimation
- distance measure
- domain adaptation
- kernel function
- special case
- gaussian process
- finite dimensional
- representer theorem
- real valued
- linear model
- euclidean distance
- sufficient conditions
- hilbert space
- input space
- learning rate
- support vector
- learning problems
- kernel matrix
- supervised learning
- support vector machine