A Topological Approach for Semi-Supervised Learning.
Adrián InésCésar DomínguezJónathan HerasGadea MataJulio RubioPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- supervised learning
- labeled data
- semi supervised classification
- machine learning
- unsupervised learning
- manifold regularization
- training data
- label propagation
- graph based semi supervised learning
- semi supervised learning algorithms
- active learning
- co training
- improve the classification accuracy
- learning problems
- learning models
- semi supervised learning methods
- regularization framework
- class labels
- domain adaptation
- real world
- metric learning
- transfer learning
- model selection
- knowledge discovery
- feature selection
- data mining