Learning rates for regularized classifiers using multivariate polynomial kernels.
Hongzhi TongDi-Rong ChenLizhong PengPublished in: J. Complex. (2008)
Keyphrases
- gaussian kernels
- polynomial kernels
- learning rate
- kernel function
- least squares
- reproducing kernel hilbert space
- gaussian kernel
- feature space
- high dimensional feature space
- learning algorithm
- convergence rate
- convergence speed
- feature selection
- multiple kernel learning
- regression model
- anisotropic diffusion
- binary classification
- real valued
- loss function
- linear combination
- support vector machine
- support vector