A Performance Guarantee for Spectral Clustering.
March BoedihardjoShaofeng DengThomas StrohmerPublished in: SIAM J. Math. Data Sci. (2021)
Keyphrases
- spectral clustering
- data clustering
- clustering method
- pairwise
- clustering algorithm
- evolutionary clustering
- eigendecomposition
- k means
- affinity matrix
- similarity matrix
- constrained spectral clustering
- image segmentation
- nonnegative matrix factorization
- graph partitioning
- graph laplacian
- negative matrix factorization
- spectral methods
- clustering quality
- pairwise constraints
- semi supervised
- machine learning
- semi supervised learning
- feature selection