Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor.
Genki KusanoKenji FukumizuYasuaki HiraokaPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- kernel methods
- kernel function
- learning problems
- kernel matrix
- support vector
- reproducing kernel hilbert space
- machine learning
- feature space
- support vector machine
- kernel parameters
- kernel pca
- multiple kernel learning
- reproducing kernel
- learning tasks
- high dimensional feature space
- kernel machines
- positive semidefinite
- input space
- learning theory
- data sets
- kernel principal component analysis
- data points
- learning algorithm
- data mining