"Local approximation by eignets"Mao, TongAn eignet is an analogue of the classical radial basis function networks, developed for manifold learning. In the spirit of distributed learning on manifolds, we design a wavelet-like representation for local approximation of functions on data-defined spaces using eignets, so that each term of this representation is an eignet where a subnetwork can characterize the local smoothness of the target function. |
http://univie.ac.at/projektservice-mathematik/e/talks/ICCHA2022_Mao_2022-05_iccha2022_tentative_abs_mao.pdf |
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