Semi-Supervised Learning with IPM-based GANs: an Empirical Study.
Tom SercuYoussef MrouehPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- manifold regularization
- semi supervised classification
- unsupervised learning
- training data
- label propagation
- improve the classification accuracy
- learning models
- transfer learning
- active learning
- learning problems
- domain adaptation
- labeled examples
- co training
- labeled and unlabeled data
- text mining
- semi supervised learning methods
- regularization framework
- graph transduction
- graph based semi supervised learning
- object recognition
- graph construction
- semi supervised clustering
- knowledge discovery
- multi view