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Relations Between Reproducing Kernel Hilbert Spaces
2015When one claims that the signal must be in the RKHS of the noise, for detection to be nonsingular, one in fact means that the family of its paths should be contained, as a set, in the RKHS of that noise. One shall see in the next chapter that such a requirement entails a specific inclusion of related RKHS’s, and the entire topic may be seen as a ...
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Reproducing Kernel Hilbert Spaces: The Rudiments
2015This chapter provides and illustrates, following the table of contents, the basic tools of the theory of reproducing kernel Hilbert spaces.
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When and why PINNs fail to train: A neural tangent kernel perspective
Journal of Computational Physics, 2022Sifan Wang, Xinling Yu
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Kernels and Reproducing Kernel Hilbert Spaces
2008Ingo Steinwart, Andreas Christmann
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