Dynamical Scaling in Smoluchowski's Coagulation Equations: Uniform Convergence.
Govind MenonRobert L. PegoPublished in: SIAM Rev. (2006)
Keyphrases
- uniform convergence
- sufficient conditions
- learning rate
- covering numbers
- risk minimization
- reproducing kernel hilbert space
- statistical learning theory
- real valued
- generalization error
- upper and lower bounds
- vc dimension
- loss function
- large deviations
- generalization bounds
- machine learning
- gaussian kernels
- ranking functions
- data sets
- sample complexity
- convergence rate
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