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On the optimality of target-data-dependent kernel greedy interpolation in Sobolev Reproducing Kernel Hilbert Spaces.
Gabriele Santin
Tizian Wenzel
Bernard Haasdonk
Published in:
CoRR (2023)
Keyphrases
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reproducing kernel hilbert space
data dependent
finite dimensional
hilbert space
gaussian kernels
uniform convergence
reproducing kernel
rademacher complexity
generalization bounds
risk bounds
learning algorithm
special case
kernel machines
feature vectors
scale space