Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering.
Matthias AßenmacherLukas RauchJann GoschenhoferAndreas StephanBernd BischlBenjamin RothBernhard SickPublished in: IAL@PKDD/ECML (2023)
Keyphrases
- constrained clustering
- active learning
- semi supervised
- duplicate detection
- clustering method
- constrained spectral clustering
- pairwise constraints
- hierarchical clustering
- instance level constraints
- labeled data
- semi supervised learning
- clustering algorithm
- supervised learning
- learning algorithm
- k means
- unlabeled data
- unsupervised learning
- constraint satisfaction
- spectral clustering
- relevance feedback
- pair wise constraints
- machine learning
- data clustering
- cluster ensemble
- training set
- pairwise
- transfer learning
- metric learning
- learning process