A unified framework for information-theoretic generalization bounds.
Yifeng ChuMaxim RaginskyPublished in: CoRR (2023)
Keyphrases
- information theoretic
- generalization bounds
- learning theory
- data dependent
- generalization ability
- mutual information
- information theory
- model selection
- vc dimension
- ranking algorithm
- linear classifiers
- learning problems
- statistical learning theory
- learning machines
- support vector machine
- kernel machines
- feature selection
- support vector machine svm
- support vector