Online learning based on iterative projections in sum space of linear and Gaussian reproducing kernel Hilbert spaces.
Masahiro YukawaPublished in: ICASSP (2015)
Keyphrases
- online learning
- reproducing kernel hilbert space
- finite dimensional
- hilbert space
- gaussian kernels
- gaussian kernel
- linear model
- loss function
- euclidean space
- infinite dimensional
- kernel function
- reproducing kernel
- learning theory
- density estimation
- kernel methods
- data dependent
- higher dimensional
- special case
- real valued
- input space
- vector space
- gaussian process
- convex sets
- maximum likelihood
- low dimensional
- linear functions
- e learning
- learning problems
- domain adaptation
- von neumann
- distance measure