Sharp kernel clustering algorithms and their associated Grothendieck inequalities
Subhash KhotAssaf NaorPublished in: CoRR (2009)
Keyphrases
- clustering algorithm
- k means
- clustering method
- sufficient conditions
- kernel function
- overlapping clusters
- document clustering
- data clustering
- linear inequalities
- support vector
- cluster analysis
- kernel methods
- alternative clusterings
- kernel regression
- kernel machines
- fuzzy c means
- fuzzy clustering
- gaussian processes
- unsupervised clustering
- constrained clustering
- clustering framework
- data sets
- multiple kernel learning
- clustering analysis
- feature space
- high quality
- incremental clustering
- facet defining