Piecewise smooth system identification in reproducing kernel Hilbert space.
Fabien LauerGérard BlochPublished in: CDC (2014)
Keyphrases
- piecewise smooth
- reproducing kernel hilbert space
- loss function
- kernel methods
- special case
- density estimation
- distance measure
- piecewise constant
- learning theory
- sparse representation
- vector valued
- gaussian process
- domain adaptation
- data dependent
- kernel function
- euclidean space
- learning problems
- gaussian noise
- input space
- kernel matrix
- data analysis
- support vector
- pairwise
- linear model
- metric learning
- dimensionality reduction
- image segmentation