Constrained Clustering: General Pairwise and Cardinality Constraints

1 code implementation • 24 Jul 2019 • Adel Bibi, Ali Alqahtani, Bernard Ghanem

Extensive experiments on both synthetic and real data demonstrate when: (1) utilizing a single category of constraint, the proposed model is superior to or competitive with SOTA constrained clustering models, and (2) utilizing both categories of constraints jointly, the proposed model shows better performance than the case of the single category.

Constrained Clustering