Semi-Supervised Affinity Propagation with Instance-Level Constraints.
Inmar E. GivoniBrendan J. FreyPublished in: AISTATS (2009)
Keyphrases
- instance level constraints
- affinity propagation
- semi supervised
- constrained clustering
- clustering method
- clustering algorithm
- k means
- semi supervised learning
- affinity propagation clustering
- unlabeled data
- labeled data
- supervised learning
- active learning
- pairwise
- spectral clustering
- semi supervised clustering
- unsupervised learning
- semi supervised classification
- hierarchical clustering
- pairwise constraints
- metric learning
- similarity measure
- computer vision
- machine learning
- data sets