Operator-valued positive definite kernels and differentiable universality

被引:5
作者
Guella, J. C. [1 ]
机构
[1] RIKEN, Ctr Adv Intelligence Project, Tokyo, Japan
关键词
Positive definite kernels; universality; differentiable universality; operator-valued kernels; radial kernels; SPACES;
D O I
10.1142/S0219530521500378
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We present a characterization for a positive definite operator-valued kernel to be universal or C-0-universal, and apply these characterizations to a family of operator-valued kernels that are shown to be well behaved. Later, we obtain a characterization for an operator-valued differentiable kernel to be C-q-universal and C-0(q)-universal. In order to obtain such characterization and examples, we generalize some well-known results concerning the structure of differentiable kernels to the operator-valued context. On the examples is given an emphasis on the radial kernels on Euclidean spaces.
引用
收藏
页码:681 / 735
页数:55
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