The Peaking Phenomenon in Semi-supervised Learning.
Jesse H. KrijtheMarco LoogPublished in: S+SSPR (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- semi supervised classification
- supervised learning
- unsupervised learning
- training data
- semi supervised learning algorithms
- labeled examples
- co training
- learning models
- manifold regularization
- learning problems
- active learning
- transfer learning
- regularization framework
- graph based semi supervised learning
- metric learning
- labeled and unlabeled data
- label propagation
- improve the classification accuracy
- prior knowledge
- semi supervised learning methods
- learning environment