Keyphrases
- fat shattering
- convex combinations
- vapnik chervonenkis dimension
- covering numbers
- real valued functions
- vc dimension
- generalization bounds
- complexity measures
- uniform convergence
- multiscale
- convex hull
- gaussian kernels
- machine learning
- scale space
- data dependent
- learning machines
- kernel machines
- sample complexity
- inductive inference
- mean shift
- statistical learning theory
- learning theory
- prediction accuracy
- upper bound
- data points