Information-Theoretic Generalization Bounds for Transductive Learning and its Applications.
Huayi TangYong LiuPublished in: CoRR (2023)
Keyphrases
- information theoretic
- data dependent
- mutual information
- information theory
- generalization ability
- learning theory
- linear classifiers
- kernel matrix
- multi relational
- co training
- semi supervised
- data points
- linear combination
- kernel methods
- data mining
- semi supervised learning
- low dimensional
- knn
- high dimensional
- pattern recognition
- feature extraction
- image processing