Unlabeled Data Improves Adversarial Robustness.
Yair CarmonAditi RaghunathanLudwig SchmidtPercy LiangJohn C. DuchiPublished in: CoRR (2019)
Keyphrases
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- active learning
- co training
- supervised learning
- semi supervised classification
- labeled examples
- training data
- learning algorithm
- data points
- training set
- labeled and unlabeled data
- text categorization
- labeled training data
- training examples
- class labels
- number of labeled examples
- text classification
- small set of labeled
- label propagation
- supervised learning algorithms
- prior knowledge
- data mining
- semisupervised learning
- supervised and semi supervised
- machine learning
- unlabeled instances
- decision boundary
- knowledge discovery
- high dimensional
- pairwise
- labeled data for training