Coresets for Clustering with Fairness Constraints.
Lingxiao HuangShaofeng H.-C. JiangNisheeth K. VishnoiPublished in: NeurIPS (2019)
Keyphrases
- clustering method
- clustering algorithm
- instance level constraints
- constrained clustering
- hierarchical clustering
- k means
- semi supervised clustering
- pairwise constraints
- data clustering
- cluster analysis
- unsupervised learning
- constraint programming
- constraint satisfaction
- hard constraints
- anomaly detection
- linear constraints
- self organizing maps
- document clustering
- game theory
- fuzzy clustering
- graph theoretic
- spectral clustering
- machine learning
- unsupervised clustering
- probabilistic model
- pairwise similarities
- pair wise constraints
- information retrieval