Slicing Mutual Information Generalization Bounds for Neural Networks.
Kimia NadjahiKristjan H. GreenewaldRickard Brüel GabrielssonJustin SolomonPublished in: CoRR (2024)
Keyphrases
- generalization bounds
- mutual information
- neural network
- learning theory
- data dependent
- generalization ability
- model selection
- ranking algorithm
- information theoretic
- vc dimension
- linear classifiers
- image registration
- feature selection
- statistical learning theory
- artificial neural networks
- learning machines
- bp neural network
- learning problems
- fuzzy logic
- neural network model
- information gain
- ranking functions
- pattern recognition
- similarity measure
- ensemble learning
- training algorithm
- support vector machine
- support vector
- feature extraction
- image processing
- learning algorithm