Real and complex analysis, 3rd ed.
Real and complex analysis, 3rd ed.
The Journal of Machine Learning Research
Refinement of Reproducing Kernels
The Journal of Machine Learning Research
Reproducing kernel banach spaces for machine learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Reproducing Kernel Banach Spaces for Machine Learning
The Journal of Machine Learning Research
International Journal of Wireless and Mobile Computing
Hi-index | 0.00 |
An optimal algorithm for approximating bandlimited functions from localized sampling is established. Several equivalent formulations for the approximation error of the optimal algorithm are presented and its upper and lower bound estimates for the univariate case are provided. The estimates show that the approximation error decays exponentially (but not faster) as the number of localized samplings increases. As a consequence of these results, we obtain an upper bound estimate for the eigenvalues of an integral operator that arises in the bandwidth problem.