Efficient truncated randomized SVD for mesh-free kernel methods.
Amir NoorizadeganC.-S. ChenRoberto CavorettoAlessandra De RossiPublished in: Comput. Math. Appl. (2024)
Keyphrases
- kernel methods
- learning problems
- kernel function
- support vector
- singular value decomposition
- kernel parameters
- feature space
- kernel fisher discriminant analysis
- similarity function
- kernel matrix
- kernel pca
- least squares
- dimensionality reduction
- support vector machine
- special case
- learning algorithm
- multiple kernel learning
- reproducing kernel hilbert space
- learning frameworks
- multiple kernel
- learning tasks
- graph kernels
- image restoration
- image processing