Clustering-driven Deep Embedding with Pairwise Constraints.
Sharon FogelHadar Averbuch-ElorJacob GoldbergerDaniel Cohen-OrPublished in: CoRR (2018)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- spectral clustering
- pairwise
- document clustering
- constrained clustering
- distance metric
- unsupervised clustering
- data representation
- clustering approaches
- clustering algorithm
- loss function
- metric learning
- unsupervised learning
- active learning
- k means
- semi supervised learning
- boosting algorithms
- clustering method
- decision boundary
- similarity matrix
- unlabeled data
- labeled data
- data clustering
- supervised learning