Poisoning the Unlabeled Dataset of Semi-Supervised Learning.
Nicholas CarliniPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- uci datasets
- unlabeled data
- labeled data
- semi supervised
- labeled and unlabeled data
- unsupervised learning
- supervised learning
- training data
- machine learning
- semi supervised classification
- labeled examples
- co training
- unlabeled training data
- label propagation
- active learning
- text categorization
- manifold regularization
- unlabeled examples
- transfer learning
- semi supervised learning algorithms
- face recognition
- semi supervised learning methods
- domain adaptation
- partially labeled
- multi view
- data points
- unlabeled documents
- graph based semi supervised learning
- learning algorithm