Asymptotic analysis in multivariate worst case approximation with Gaussian kernels.
Alexey A. KhartovI. A. LimarPublished in: CoRR (2023)
Keyphrases
- asymptotic analysis
- gaussian kernels
- worst case
- general loss functions
- fluid model
- learning rate
- queueing networks
- kernel function
- gaussian kernel
- lower bound
- reproducing kernel hilbert space
- upper bound
- np hard
- regression model
- steady state
- computational complexity
- high dimensional feature space
- kernel methods
- multiple kernel learning
- heavy traffic
- feature vectors
- feature space