Sparse polynomial surrogates approximate parametric diffusion on community-structured graphs, with convergence guarantees via holomorphic regularity and tests on synthetic and real graphs.
Henrici, Applied and Computational Complex Analysis, Volume 3: Discrete Fourier Analysis, Cauchy Integrals, Construction of Conformal Maps, Univalent Functions, Vol
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Surrogate models for diffusion on graphs via sparse polynomials
Sparse polynomial surrogates approximate parametric diffusion on community-structured graphs, with convergence guarantees via holomorphic regularity and tests on synthetic and real graphs.