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- W4287662837 abstract "We prove that the reproducing kernel Hilbert spaces (RKHS) of a deep neural tangent kernel and the Laplace kernel include the same set of functions, when both kernels are restricted to the sphere $mathbb{S}^{d-1}$. Additionally, we prove that the exponential power kernel with a smaller power (making the kernel less smooth) leads to a larger RKHS, when it is restricted to the sphere $mathbb{S}^{d-1}$ and when it is defined on the entire $mathbb{R}^d$." @default.
- W4287662837 created "2022-07-25" @default.
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- W4287662837 date "2020-09-22" @default.
- W4287662837 modified "2023-10-16" @default.
- W4287662837 title "Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS" @default.
- W4287662837 hasPublicationYear "2020" @default.
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