On q-Gaussian kernel and its Reproducing Kernel Hilbert Space
Debarghya GhoshdastidarAmbedkar DukkipatiPublished in: CoRR (2012)
Keyphrases
- gaussian kernel
- reproducing kernel hilbert space
- kernel methods
- loss function
- kernel function
- special case
- euclidean space
- learning theory
- data dependent
- real valued
- domain adaptation
- input space
- density estimation
- gaussian process
- learning problems
- kernel matrix
- distance measure
- riemannian manifolds
- support vector
- linear model
- metric space
- model selection
- pairwise