Clustering with Fairness Constraints: A Flexible and Scalable Approach.
Imtiaz Masud ZikoEric GrangerJing YuanIsmail Ben AyedPublished in: CoRR (2019)
Keyphrases
- clustering method
- constrained clustering
- parameter free
- clustering algorithm
- k means
- semi supervised clustering
- lightweight
- resource allocation
- cluster analysis
- self organizing maps
- graph theoretic
- web scale
- data clustering
- data sets
- distance metric
- outlier detection
- unsupervised learning
- completely unsupervised
- instance level constraints
- constraint satisfaction
- pairwise constraints
- constrained optimization
- dissimilarity measure
- fuzzy clustering
- co occurrence
- high dimensional
- feature selection
- search engine