Uniform Generalization Bounds for Overparameterized Neural Networks.
Sattar VakiliMichael BrombergDa-shan ShiuAlberto BernacchiaPublished in: CoRR (2021)
Keyphrases
- generalization bounds
- neural network
- learning theory
- data dependent
- generalization ability
- convex combinations
- model selection
- linear classifiers
- learning problems
- ranking algorithm
- vc dimension
- statistical learning theory
- bp neural network
- neural network model
- pattern recognition
- back propagation
- artificial neural networks
- fuzzy logic
- learning machines
- kernel machines
- genetic algorithm
- fault diagnosis
- support vector machine svm
- training algorithm
- special case
- support vector