On the uniform convergence of double sine series with generalized monotone coefficients.
Péter KórusPublished in: Period. Math. Hung. (2011)
Keyphrases
- uniform convergence
- covering numbers
- sufficient conditions
- learning rate
- risk minimization
- reproducing kernel hilbert space
- generalization error
- upper bound
- statistical learning theory
- real valued
- sample complexity
- linear combination
- wavelet coefficients
- generalization bounds
- support vector
- gaussian kernels
- large deviations
- vc dimension
- optimal solution
- learning theory
- dimensionality reduction