Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering.
Pan LiOlgica MilenkovicPublished in: CoRR (2018)
Keyphrases
- graph laplacian
- spectral clustering
- pairwise
- normalized cut
- clustering method
- data clustering
- affinity matrix
- image segmentation
- objective function
- k means
- graph partitioning
- high order
- clustering algorithm
- nonnegative matrix factorization
- evolutionary clustering
- similarity matrix
- eigendecomposition
- constrained spectral clustering
- random walk
- manifold structure
- graph construction
- spectral methods
- probabilistic model