Good Semi-supervised Learning that Requires a Bad GAN.
Zihang DaiZhilin YangFan YangWilliam W. CohenRuslan SalakhutdinovPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- unsupervised learning
- semi supervised classification
- training data
- learning problems
- manifold regularization
- labeled examples
- graph based semi supervised learning
- regularization framework
- learning models
- labeled and unlabeled data
- label propagation
- improve the classification accuracy
- co training
- semi supervised clustering
- semi supervised learning algorithms
- domain adaptation
- transfer learning
- active learning
- graph transduction
- semi supervised learning methods
- text classification
- object recognition
- image processing