A Brief Introduction to Reproducing Kernel Hilbert Spaces
We present important results from Hilbert space and functional analysis for understanding the subject ofReproducing kernel Hilbert spaces. We then showcase the underlying theory and properties of Reproducingkernel Hilbert Spaces. Finally, we show how the
Eriksson, Gustav, Belin, Emil
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Combining dissimilarities in a Hyper Reproducing Kernel Hilbert Space for complex human cancer prediction. [PDF]
J Biomed Biotechnol, 2009 Martín-Merino M +2 more
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The impact of the exponential Kernel's bandwidth parameter on learning algorithms. [PDF]
Sci RepAlmahdawi MA.
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Quantile regression with an epsilon-insensitive loss in a reproducing kernel Hilbert space
This paper proposes a method to estimate the conditional quantile function using an epsilon-insensitive loss in a reproducing kernel Hilbert space.
Kim, Jeankyung, Park, Jinho
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An Operator Analysis on Stochastic Differential Equation (SDE)-Based Diffusion Generative Models. [PDF]
Entropy (Basel)Wu Y, Kawahara Y.
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Fast and interpretable quantification of biological shape heterogeneity via stratified Wasserstein kernel. [PDF]
PLoS Comput BiolZhao W, Sutherland DJ, Dao Duc K.
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Rescaling and Asymptotic Acceleration in Unconstrained Quadratic Optimisation. [PDF]
Mathematica (N Y)Zverovich A, Hutchings M, Gauthier B.
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Proton-driven many-body interactions and structural organization in He <sub><i>n</i></sub> H<sup>+</sup> clusters. [PDF]
RSC AdvMontes de Oca-Estévez MJ +2 more
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Unbounded Hermitian operators and relative reproducing kernel Hilbert space
Open Mathematics, 2010 Jorgensen Palle
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Stability and Inference of the Euler Characteristic Transform. [PDF]
Discrete Comput GeomMarsh L, Beers D.
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