Scalable Spectral Clustering with Group Fairness Constraints.
Ji WangDing LuZhaojun BaiIan DavidsonPublished in: CoRR (2022)
Keyphrases
- spectral clustering
- constrained clustering
- pairwise constraints
- data clustering
- clustering method
- pairwise
- pairwise similarities
- spectral methods
- image segmentation
- constrained spectral clustering
- similarity matrix
- affinity matrix
- k means
- instance level constraints
- graph partitioning
- graph laplacian
- clustering algorithm
- eigendecomposition
- normalized cut
- nonnegative matrix factorization
- negative matrix factorization
- evolutionary clustering
- maximum likelihood
- data mining