Spectral Distillation enables learning a compact linear state-space model from nonlinear dynamics using an implicit spectral predictor via Observation Spectral Filtering.
Read the original at arxiv.org→arXiv:2608.05416v1 Announce Type: new Abstract: Can nonlinear dynamical systems be learned through a compact linear state-space representation, without directly solving a non-convex system-identification problem? We...
Original headline: "Spectral Distillation: From Nonlinear Dynamics to Linear State-Space Models"
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- Aug 7, 04:00 UTC arXiv cs.LG lead source Spectral Distillation: From Nonlinear Dynamics to Linear State-Space Models