Large-scale eigenvector approximation via Hilbert Space Embedding Nyström.
Ming LinFei WangChangshui ZhangPublished in: Pattern Recognit. (2015)
Keyphrases
- hilbert space
- continuous functions
- eigendecomposition
- spectral clustering
- convex sets
- reproducing kernel hilbert space
- von neumann
- vector space
- finite dimensional
- euclidean space
- infinite dimensional
- scale spaces
- principal component analysis
- multivariate time series
- linear combination
- real valued
- kernel principal component analysis
- multiscale
- covariance matrix
- neural network
- manifold learning
- kernel function
- scale space
- special case
- low rank approximation