On the Uniform Convergence of the Weak Galerkin Finite Element Method for a Singularly-Perturbed Biharmonic Equation.
Ming CuiShangyou ZhangPublished in: J. Sci. Comput. (2020)
Keyphrases
- finite element method
- uniform convergence
- differential equations
- numerical solution
- numerical methods
- partial differential equations
- boundary conditions
- sufficient conditions
- boundary element method
- learning rate
- finite element
- risk minimization
- dynamical systems
- statistical learning theory
- real valued
- numerical simulations
- generalization error
- image enhancement
- image processing
- image denoising
- generalization bounds
- vc dimension
- reproducing kernel hilbert space
- large deviations
- level set
- energy functional
- multiscale
- upper bound
- ranking functions
- evolutionary algorithm
- active learning
- sample complexity
- input image
- learning theory
- machine learning