On Power-Law Kernels, Corresponding Reproducing Kernel Hilbert Space and Applications.
Debarghya GhoshdastidarAmbedkar DukkipatiPublished in: AAAI (2013)
Keyphrases
- reproducing kernel hilbert space
- power law
- kernel methods
- kernel function
- loss function
- special case
- learning theory
- reproducing kernel
- representer theorem
- real valued
- euclidean space
- data dependent
- density estimation
- gaussian process
- domain adaptation
- input space
- learning problems
- linear model
- kernel matrix
- support vector
- positive definite
- distance measure
- metric learning
- hilbert space
- feature space
- support vector machine