Semi-supervised Clustering with Pairwise Constraints: A Discriminative Approach.
Zhengdong LuPublished in: AISTATS (2007)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- semi supervised learning
- labeled data
- semi supervised classification
- pairwise
- unlabeled data
- active learning
- supervised learning
- spectral clustering
- unsupervised clustering
- unsupervised learning
- loss function
- constrained clustering
- document clustering
- hidden markov random fields
- metric learning
- data representation
- feature selection
- decision boundary
- k means
- pattern classification
- feature extraction
- information retrieval