Improving Performance of Semi-Supervised Learning by Adversarial Attacks.
Dongyoon YangKunwoong KimYongdai KimPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- supervised learning
- manifold regularization
- learning problems
- active learning
- label propagation
- semi supervised classification
- graph based semi supervised learning
- unsupervised learning
- training data
- co training
- improve the classification accuracy
- transfer learning
- domain adaptation
- labeled examples
- learning algorithm
- graph construction
- regularization framework
- dimensionality reduction
- prior knowledge
- data analysis
- decision trees
- data mining
- real world