Investigating the effect of novel classes in semi-supervised learning.
Alex Yuxuan PengYun Sing KohPatricia RiddleBernhard PfahringerPublished in: ACML (2019)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- supervised learning
- unsupervised learning
- semi supervised classification
- manifold regularization
- class labels
- co training
- labeled examples
- learning models
- training data
- labeled samples
- learning problems
- active learning
- label propagation
- improve the classification accuracy
- pairwise
- domain adaptation
- labeled and unlabeled data
- graph based semi supervised learning
- metric learning
- semi supervised learning algorithms
- semi supervised learning methods
- transfer learning
- dimensionality reduction
- principal component analysis
- opinion detection