1 Reproducing Kernel Hilbert Spaces - People
1. khas the reproducing property, i.e., f(x) = hf(·),k(·,x)i 2. kspans H = span{k(·,x) : x∈ X} 1.3 Mercer’s Theorem Another way to characterize a symmetric positive semi-definite kernel kis via the Mercer’s Theorem. Theorem 1.1 (Mercer’s). Suppose kis a continuous positive semi-definite kernel on a compact set X, and the integral ...
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