Comparative Generalization Bounds for Deep Neural Networks.
Tomer GalantiLiane GalantiIdo Ben-ShaulPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- generalization bounds
- neural network
- data dependent
- learning theory
- generalization ability
- convex combinations
- model selection
- vc dimension
- linear classifiers
- learning problems
- ranking algorithm
- pattern recognition
- statistical learning theory
- bp neural network
- back propagation
- artificial neural networks
- kernel machines
- genetic algorithm
- cross validation
- multi class
- knn
- training algorithm
- pairwise
- learning machines
- machine learning