Numerical rank of singular kernel functions.
Ritesh KhanV. A. KandappanSivaram AmbikasaranPublished in: CoRR (2022)
Keyphrases
- kernel function
- support vector
- feature space
- kernel methods
- support vector machine
- kernel matrix
- input space
- support vector regression
- high dimensional
- hyperplane
- svm classifier
- gaussian kernels
- high dimensional feature space
- kernel learning
- feature maps
- svm classification
- reproducing kernel hilbert space
- positive semidefinite
- polynomial kernels
- data mining
- kernel trick
- representer theorem
- low rank approximation
- special case
- computer vision
- machine learning