MarginGAN: Adversarial Training in Semi-Supervised Learning.
Jinhao DongTong LinPublished in: NeurIPS (2019)
Keyphrases
- semi supervised learning
- supervised learning
- unlabeled data
- semi supervised
- labeled data
- labeled training data
- number of labeled examples
- co training
- semi supervised classification
- unsupervised learning
- manifold regularization
- training data
- labeled examples
- machine learning
- learning problems
- training examples
- covariate shift
- graph based semi supervised learning
- training set
- semi supervised learning algorithms
- transfer learning
- active learning
- learning models
- neural network
- semi supervised learning methods
- labeled instances
- learning algorithm
- similarity measure
- label propagation
- labeled and unlabeled data
- domain adaptation
- training process
- graph construction
- training and test data
- improve the classification accuracy
- partially labeled
- information retrieval
- text classification