Improved Semi-supervised Learning with GANs using Manifold Invariances.
Abhishek KumarPrasanna SattigeriP. Thomas FletcherPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- manifold regularization
- manifold structure
- semi supervised
- unlabeled data
- supervised learning
- labeled data
- semi supervised classification
- machine learning
- training data
- co training
- graph laplacian
- unsupervised learning
- manifold learning
- label propagation
- improve the classification accuracy
- domain adaptation
- graph based semi supervised learning
- learning tasks
- active learning
- learning algorithm
- transfer learning
- high dimensional
- semi supervised learning methods
- pairwise
- learning models
- labeled and unlabeled data
- training examples
- text classification
- graph construction
- regularization framework
- semi supervised learning algorithms