An Error Bound for Eigenvalues of Graph Laplacian with Bounded Kernel Function.
Yong LiuShizhong LiaoPublished in: CIS (2011)
Keyphrases
- error bounds
- kernel function
- graph laplacian
- kernel machines
- kernel matrix
- support vector
- kernel methods
- support vector machine
- theoretical analysis
- input space
- kernel learning
- feature space
- reproducing kernel hilbert space
- spectral clustering
- euclidean space
- worst case
- basis functions
- multiple kernel learning
- support vectors
- kernel pca
- weighted graph
- high dimensional
- semi supervised learning
- covariance matrix
- principal component analysis
- semi supervised
- data sets