A Causative Attack Against Semi-supervised Learning.
Yujiao LiDaniel S. YeungPublished in: ICMLC (CCIS volume) (2014)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- co training
- active learning
- learning problems
- training data
- manifold regularization
- label propagation
- unsupervised learning
- machine learning
- transfer learning
- semi supervised learning methods
- semi supervised learning algorithms
- data sets
- learning models
- labeled examples
- regularization framework
- text classification
- pattern recognition
- labeled and unlabeled data
- improve the classification accuracy
- pairwise constraints
- real world
- graph construction