Information Theoretic Model Validation for Spectral Clustering.
Morteza Haghir ChehreghaniAlberto Giovanni BusettoJoachim M. BuhmannPublished in: AISTATS (2012)
Keyphrases
- information theoretic
- spectral clustering
- model validation
- mutual information
- information theory
- clustering method
- pairwise
- data clustering
- information bottleneck
- information theoretic measures
- log likelihood
- image segmentation
- negative matrix factorization
- nonnegative matrix factorization
- k means
- clustering algorithm
- constrained spectral clustering
- graph partitioning
- normalized cut
- similarity matrix
- unsupervised learning
- nearest neighbor
- label propagation
- object recognition
- feature extraction