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2025 1

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Universal Learning of Nonlinear Dynamics

cs.LG · 2025-08-16 · unverdicted · novelty 6.0

The paper claims a universal guarantee for learning any nonlinear dynamical system with finitely many marginally stable modes, using a generalized spectral filtering algorithm.

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  • Universal Learning of Nonlinear Dynamics cs.LG · 2025-08-16 · unverdicted · none · ref 6

    The paper claims a universal guarantee for learning any nonlinear dynamical system with finitely many marginally stable modes, using a generalized spectral filtering algorithm.