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09/15/2023
Learning Linearized Models from Nonlinear Systems with Finite Data
Identifying a linear system model from data has wide applications in con...
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02/08/2023
Learning Dynamical Systems by Leveraging Data from Similar Systems
We consider the problem of learning the dynamics of a linear system when...
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09/12/2022
Finite Sample Guarantees for Distributed Online Parameter Estimation with Communication Costs
We study the problem of estimating an unknown parameter in a distributed...
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04/11/2022
Identifying the Dynamics of a System by Leveraging Data from Similar Systems
We study the problem of identifying the dynamics of a linear system when...
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03/24/2022