Smoothing fields of frames using conjugate norms on reproducing kernel Hilbert spaces.
Hsiao-Fang ChouLaurent YounesPublished in: Computational Imaging (2009)
Keyphrases
- reproducing kernel hilbert space
- reproducing kernel
- gaussian kernels
- kernel methods
- loss function
- uniform convergence
- kernel function
- covering numbers
- special case
- real valued
- gaussian kernel
- data dependent
- distance measure
- euclidean space
- kernel matrix
- gaussian process
- density estimation
- learning theory
- input space
- support vector
- hilbert space
- representer theorem
- domain adaptation
- linear model
- missing data
- prior knowledge