Uniform Convergence of Discrete Curvatures from Nets of Curvature Lines.
Ulrich BauerKonrad PolthierMax WardetzkyPublished in: Discret. Comput. Geom. (2010)
Keyphrases
- uniform convergence
- sufficient conditions
- covering numbers
- learning rate
- risk minimization
- reproducing kernel hilbert space
- statistical learning theory
- generalization bounds
- real valued
- principal curvatures
- multiscale
- vc dimension
- upper and lower bounds
- ranking functions
- gaussian kernels
- generalization error
- scale space
- theoretical framework
- large deviations
- data dependent
- kernel machines
- data sets
- statistical learning
- metric space
- feature extraction
- learning algorithm