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Showing 1 to 1 of 1 for “"Statistical Inference, Sparse Learning"”.
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Nonparametric sparse learning of dynamical systems
… we develop a nonparametric approach to learning the system dynamics via transfer operators in reproducing kernel Hilbert spaces (RKHS). Compared with methods using fixed parametric structures, the proposed nonparametric representation does not require manually engineered features, and …