Tag: linearized
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Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data
Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data arXiv:2505.04954v1 Announce Type: new Abstract: The identification of a linear system model from data has wide applications in control theory. The existing work that provides finite sample guarantees for linear system identification typically uses data from a single long system trajectory under i.i.d.…