Implementation of Kernel Methods on the GPU.
Julius Fabian OhmerFrédéric MaireRoss BrownPublished in: DICTA (2005)
Keyphrases
- kernel methods
- learning problems
- kernel function
- support vector
- feature space
- kernel matrix
- machine learning
- support vector machine
- kernel pca
- kernel matrices
- learning tasks
- kernel based clustering
- kernel ridge regression
- positive semidefinite
- reproducing kernel hilbert space
- similarity function
- graphics processing units
- principal components
- high dimensional feature space
- kernel trick
- distance measure
- image processing
- computer vision
- kernel fisher discriminant analysis
- real world