Virtual Adversarial Ladder Networks For Semi-supervised Learning.
Saki ShinodaDaniel E. WorrallGabriel J. BrostowPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- manifold regularization
- semi supervised classification
- active learning
- training data
- graph based semi supervised learning
- regularization framework
- co training
- label propagation
- social networks
- semi supervised learning algorithms
- labeled and unlabeled data
- information retrieval
- reinforcement learning
- learning models
- network analysis
- knowledge discovery
- domain adaptation
- learning process
- text classification
- improve the classification accuracy
- semi supervised learning methods
- real world
- probabilistic model