New bilinear formulation to semi-supervised classification based on Kernel Spectral Clustering.
Vilen JumutcJohan A. K. SuykensPublished in: CIDM (2014)
Keyphrases
- semi supervised classification
- spectral clustering
- pairwise constraints
- kernel learning
- eigendecomposition
- constrained spectral clustering
- normalized cut
- pairwise
- clustering method
- semi supervised
- data clustering
- image segmentation
- similarity matrix
- kernel function
- spectral relaxation
- semi supervised learning
- clustering algorithm
- kernel methods
- k means
- label propagation
- feature space
- support vector
- unlabeled data
- nonnegative matrix factorization
- support vector machine
- active learning