Uniform Convergence and Superconvergence of Mixed Finite Element Methods on Anisotropically Refined Grids.
Jichun LiMary F. WheelerPublished in: SIAM J. Numer. Anal. (2000)
Keyphrases
- uniform convergence
- finite element methods
- sufficient conditions
- numerical solution
- learning rate
- risk minimization
- reproducing kernel hilbert space
- generalization error
- statistical learning theory
- finite element model
- finite difference
- real valued
- vc dimension
- gaussian kernels
- sample complexity
- upper and lower bounds
- generalization bounds
- large deviations
- lower bound
- image processing
- finite element
- ranking functions
- learning problems
- kernel methods
- kernel function
- model selection
- feature vectors