Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning.
Haiyun HeHanshu YanVincent Y. F. TanPublished in: CoRR (2021)
Keyphrases
- information theoretic
- semi supervised learning
- semi supervised
- kernel machines
- learning problems
- unlabeled data
- mutual information
- information theory
- labeled data
- supervised learning
- text categorization
- unsupervised learning
- data dependent
- training data
- active learning
- machine learning
- vc dimension
- transfer learning
- labeled and unlabeled data
- learning algorithm
- learning theory
- pairwise
- similarity measure
- linear classifiers
- domain adaptation
- multi class
- prior knowledge