Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering.
Boaz LernerGuy ShiranDaphna WeinshallPublished in: CoRR (2020)
Keyphrases
- unsupervised clustering
- semi supervised learning
- supervised classification
- semi supervised clustering
- semi supervised
- supervised learning
- unlabeled data
- pairwise constraints
- machine learning
- labeled data
- unsupervised learning
- clustering method
- k means
- image segmentation
- transfer learning
- active learning
- clustering algorithm
- learning algorithm
- learning problems
- semi supervised classification
- text categorization
- co training
- fuzzy c means
- weak classifiers
- training data
- feature selection
- labeled and unlabeled data
- boosting algorithms
- information retrieval
- learning tasks
- computer vision
- base classifiers
- cost sensitive
- spectral clustering
- text classification
- prior knowledge
- reinforcement learning