Kernels, regularization and differential equations.
Florian SteinkeBernhard SchölkopfPublished in: Pattern Recognit. (2008)
Keyphrases
- differential equations
- reproducing kernel hilbert space
- matrix valued
- numerical solution
- dynamical systems
- gaussian kernels
- kernel function
- polynomial kernels
- ordinary differential equations
- boundary value problem
- optimal kernel
- kernel machines
- numerical methods
- partial differential equations
- kernel methods
- difference equations
- nonlinear differential equations
- feature space
- object recognition
- support vector
- regularization framework
- multiple kernel learning
- convex optimization
- optimal solution
- runge kutta
- multiscale