RATT: Leveraging Unlabeled Data to Guarantee Generalization.
Saurabh GargSivaraman BalakrishnanJ. Zico KolterZachary C. LiptonPublished in: CoRR (2021)
Keyphrases
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- co training
- active learning
- semi supervised classification
- training data
- supervised learning
- labeled and unlabeled data
- text classification
- data points
- learning algorithm
- labeled training data
- class labels
- training set
- text categorization
- label propagation
- number of labeled examples
- transfer learning
- training examples
- supervised learning algorithms
- unsupervised learning
- supervised and semi supervised
- labeled examples
- machine learning
- small set of labeled
- multi view learning
- labeled instances
- semi supervised learning methods
- pairwise
- decision boundary
- learning tasks
- naive bayes
- data analysis
- information retrieval