Uniform convergence of the multigrid {V}-cycle for an anisotropic problem.
James H. BrambleXuejun ZhangPublished in: Math. Comput. (2001)
Keyphrases
- uniform convergence
- anisotropic diffusion
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- image analysis
- boundary conditions
- reproducing kernel hilbert space
- statistical learning theory
- partial differential equations
- real valued
- generalization error
- vc dimension
- sample complexity
- generalization bounds
- large deviations
- ranking functions
- machine learning
- diffusion equation
- distance measure
- high dimensional
- multiscale
- learning algorithm