A Pairwise Fair and Community-preserving Approach to k-Center Clustering.
Brian BrubachDarshan ChakrabartiJohn P. DickersonSamir KhullerAravind SrinivasanLeonidas TsepenekasPublished in: CoRR (2020)
Keyphrases
- pairwise
- spectral clustering
- clustering algorithm
- clustering method
- pairwise constraints
- k means
- similarity function
- similarity matrix
- categorical data
- dissimilarity matrix
- graph theoretic
- information theoretic
- cluster analysis
- hierarchical clustering
- higher order
- statistical significance
- self organizing maps
- unsupervised learning
- markov random field
- pairwise interactions
- hypergraph partitioning
- spatially close
- belief propagation
- multi class
- data points
- similarity measure