Primal-dual algorithm for linear optimization problems based on a new class of kernel functions.
Mohamed El GhamiIvan IvanovHans MelissenCornelis RoosTrond SteihaugPublished in: ISCC (2008)
Keyphrases
- kernel function
- optimization problems
- hilbert space
- support vector
- reproducing kernel hilbert space
- feature space
- kernel methods
- evolutionary algorithm
- input space
- gaussian kernels
- support vector machine
- high dimensional
- kernel matrix
- finite dimensional
- high dimensional feature space
- cost function
- kernel learning
- polynomial kernels
- svm classifier
- support vectors
- feature maps
- feature set
- multi class
- special case
- machine learning
- linear model
- hyperplane
- data sets
- semi supervised
- infinite dimensional
- pairwise