Generalization Bounds for Data-Driven Numerical Linear Algebra.
Peter L. BartlettPiotr IndykTal WagnerPublished in: CoRR (2022)
Keyphrases
- linear algebra
- generalization bounds
- data dependent
- learning theory
- generalization ability
- numerical methods
- vc dimension
- model selection
- statistical learning theory
- ranking algorithm
- linear classifiers
- singular value decomposition
- learning problems
- image processing
- computer architecture
- ranking functions
- learning machines
- kernel machines
- multiscale
- neural network
- pairwise
- support vector
- image reconstruction