Asymptotic analysis in multivariate average case approximation with Gaussian kernels.
A. A. KhartovI. A. LimarPublished in: J. Complex. (2022)
Keyphrases
- average case
- asymptotic analysis
- gaussian kernels
- fluid model
- covering numbers
- vc dimension
- worst case
- kernel function
- queueing networks
- uniform distribution
- learning rate
- gaussian kernel
- reproducing kernel hilbert space
- feature space
- uniform convergence
- sample complexity
- regression model
- arrival rate
- multiple kernel learning
- euclidean space
- lower bound
- reinforcement learning