Bounds on the Smallest Eigenvalue of a Pinned Laplacian Matrix.
Saeed ManaffamAman BehalPublished in: IEEE Trans. Autom. Control. (2018)
Keyphrases
- laplacian matrix
- spectral clustering
- covariance matrix
- spectral methods
- low dimensional
- graph laplacian
- pseudo inverse
- adjacency matrix
- lower bound
- upper bound
- random walk
- graph kernels
- basis functions
- graph structure
- graph partitioning
- eigendecomposition
- worst case
- heat kernel
- high dimensional
- manifold learning
- data mining applications
- spectral analysis
- dimensionality reduction
- similarity measure