Coresets for Clustering with Fairness Constraints.
Lingxiao HuangShaofeng H.-C. JiangNisheeth K. VishnoiPublished in: CoRR (2019)
Keyphrases
- clustering algorithm
- clustering method
- semi supervised clustering
- k means
- hierarchical clustering
- unsupervised learning
- information theoretic
- constrained clustering
- self organizing maps
- instance level constraints
- data sets
- graph theoretic
- anomaly detection
- constraint programming
- linear constraints
- information retrieval
- high dimensional data
- resource allocation
- constraint satisfaction
- document clustering
- data clustering
- dimensionality reduction
- similarity function
- resource constraints
- optimal solution
- clustering analysis
- data mining
- neural network