Complementing Semi-Supervised Learning with Uncertainty Quantification.
Ehsan KazemiPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- manifold regularization
- unsupervised learning
- machine learning
- semi supervised learning algorithms
- training data
- co training
- improve the classification accuracy
- active learning
- learning problems
- graph based semi supervised learning
- labeled examples
- semi supervised learning methods
- label propagation
- domain adaptation
- real world
- metric learning
- transfer learning
- learning models
- maximum likelihood
- text classification
- data points
- learning process
- regularization framework
- pairwise
- decision trees
- learning algorithm
- information retrieval
- data sets
- transductive support vector machine