Functional Regularized Least Squares Classi cation with Operator-valued Kernels
Hachem KadriAsma RabaouiPhilippe PreuxEmmanuel DuflosAlain RakotomamonjyPublished in: CoRR (2013)
Keyphrases
- regularized least squares
- reproducing kernel hilbert space
- sparse representation
- kernel methods
- loss function
- kernel function
- gaussian process
- kernel matrix
- special case
- feature space
- learning theory
- quadratic programming
- distance measure
- linear combination
- principal component analysis
- learning problems
- support vector regression
- data dependent
- support vector machine