Adversarially Robust Generalization Just Requires More Unlabeled Data.
Runtian ZhaiTianle CaiDi HeChen DanKun HeJohn E. HopcroftLiwei WangPublished in: CoRR (2019)
Keyphrases
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- co training
- active learning
- semi supervised classification
- supervised learning
- training data
- learning algorithm
- labeled and unlabeled data
- training set
- labeled examples
- transfer learning
- data points
- text classification
- text categorization
- domain adaptation
- supervised learning algorithms
- number of labeled examples
- class labels
- labeled training data
- unsupervised learning
- small set of labeled
- prior knowledge
- training examples
- machine learning
- data sets