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🏢 Coordinated Science Laboratory

Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
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AI Theory Optimization 🏢 Coordinated Science Laboratory
This paper proves that non-active exploration suffices for identifying linearly parameterized nonlinear systems with real-analytic features, providing non-asymptotic guarantees for least-squares and s…