An RKHS approach to systematic kernel selection in nonlinear system identification.
Yusuf BhujwallaVincent LaurainMarion GilsonPublished in: CDC (2016)
Keyphrases
- reproducing kernel hilbert space
- kernel methods
- kernel function
- reproducing kernel
- regularized least squares
- pre selected
- loss function
- special case
- support vector
- data dependent
- hilbert space
- selection algorithm
- kernel matrix
- kernel pca
- gaussian kernel
- positive definite
- gaussian process
- euclidean space
- model selection
- text classification
- support vector machine
- feature space