AatMatch: Adaptive Adversarial Training in Semi-Supervised Learning Based on Data-Driven Decision-Making Models.
Kuan LiQianzhi LianCan GaoFuyong ZhangPublished in: Syst. (2023)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- unlabeled data
- labeled data
- learning models
- semi supervised classification
- labeled training data
- machine learning
- graph based semi supervised learning
- discriminative models
- number of labeled examples
- co training
- unsupervised learning
- active learning
- label propagation
- manifold regularization
- covariate shift
- unlabeled samples
- learning problems
- labeled and unlabeled data
- labeled examples
- data mining
- machine learning algorithms
- training examples
- data analysis
- classification models
- transfer learning
- graph construction
- multi view
- text classification
- probabilistic model
- data driven decision making