Dynamical Scaling in Smoluchowski's Coagulation Equations: Uniform Convergence.
Govind MenonRobert L. PegoPublished in: SIAM J. Math. Anal. (2005)
Keyphrases
- uniform convergence
- covering numbers
- sufficient conditions
- risk minimization
- learning rate
- reproducing kernel hilbert space
- statistical learning theory
- generalization error
- vc dimension
- large deviations
- real valued
- sample complexity
- upper and lower bounds
- gaussian kernels
- learning algorithm
- generalization bounds
- loss function
- upper bound
- data sets
- data dependent
- kernel function
- training set