Semi-Supervised Clustering with Inaccurate Pairwise Annotations.
Daniel GribelMichel GendreauThibaut VidalPublished in: CoRR (2021)
Keyphrases
- semi supervised clustering
- pairwise
- pairwise constraints
- semi supervised
- metric learning
- semi supervised learning
- loss function
- semi supervised classification
- metadata
- background knowledge
- labeled data
- multi class
- unsupervised clustering
- document clustering
- similarity measure
- distance metric
- supervised learning
- decision boundary
- keywords
- unlabeled data
- data representation
- spectral clustering
- clustering algorithm
- nonnegative matrix factorization
- active learning
- logic programs