Unlabeled Data Improves Adversarial Robustness.
Yair CarmonAditi RaghunathanLudwig SchmidtJohn C. DuchiPercy LiangPublished in: NeurIPS (2019)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- co training
- supervised learning
- text categorization
- training data
- semi supervised classification
- learning algorithm
- training set
- data points
- labeled training data
- labeled examples
- labeled and unlabeled data
- text classification
- training examples
- domain adaptation
- small set of labeled
- transfer learning
- label propagation
- supervised learning algorithms
- multi view learning
- semisupervised learning
- number of labeled examples
- positive examples
- decision boundary
- data analysis
- multi view
- manifold regularization
- supervised and semi supervised