Sharp Generalization of Transductive Learning: A Transductive Local Rademacher Complexity Approach.
Yingzhen YangPublished in: CoRR (2023)
Keyphrases
- transductive learning
- rademacher complexity
- manifold regularization
- semi supervised classification
- data dependent
- semi supervised
- kernel matrix
- reproducing kernel hilbert space
- risk bounds
- error bounds
- label propagation
- semi supervised learning
- active learning
- kernel methods
- generalization error
- sentiment classification
- multi relational
- labeled data
- learning algorithm
- co training
- data sets
- unlabeled data
- labeled and unlabeled data
- model selection
- supervised learning
- least squares
- pairwise