Addressing overfitting in spectral clustering via a non-parametric bootstrap.
Liam WelshPhillip ShreevesPublished in: CoRR (2022)
Keyphrases
- spectral clustering
- cross validation
- data clustering
- clustering method
- pairwise
- decision trees
- k means
- similarity matrix
- image segmentation
- evolutionary clustering
- graph laplacian
- spectral methods
- constrained spectral clustering
- eigendecomposition
- graph partitioning
- pairwise constraints
- gaussian processes
- affinity matrix
- laplacian matrix
- similarity graph
- alternative clusterings
- normalized cut
- negative matrix factorization
- data mining
- support vector
- feature extraction
- clustering algorithm
- image processing
- computer vision