Regularity bounds for a Gevrey criterion in a kernel-based regularization of the Cauchy problem of elliptic equations.
Vo Anh KhoaTran The HungPublished in: Appl. Math. Lett. (2017)
Keyphrases
- boundary value problem
- empirical risk minimization
- numerical methods
- covering numbers
- kernel ridge regression
- upper bound
- rademacher complexity
- kernel methods
- upper and lower bounds
- support vector machine
- error bounds
- differential equations
- regularization parameter
- lower bound
- kernel machines
- worst case
- vc dimension
- parameter selection
- linear equations
- generalization bounds
- numerical scheme
- uniform convergence
- maximum likelihood
- lower and upper bounds
- linear systems
- boundary conditions
- partial differential equations
- mathematical model
- image processing