Stochastic chaining and strengthened information-theoretic generalization bounds.
Ruida ZhouChao TianTie LiuPublished in: J. Frankl. Inst. (2023)
Keyphrases
- information theoretic
- generalization bounds
- data dependent
- learning theory
- generalization ability
- information theory
- mutual information
- model selection
- vc dimension
- ranking algorithm
- linear classifiers
- statistical learning theory
- learning problems
- support vector
- learning machines
- cross validation
- machine learning
- neural network
- ranking functions
- image registration
- upper bound
- support vector machine
- learning algorithm
- data mining