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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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10/17/2022
Regret Bounds for Learning Decentralized Linear Quadratic Regulator with Partially Nested Information Structure
We study the problem of learning decentralized linear quadratic regulato...
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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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11/21/2020
Near-Optimal Data Source Selection for Bayesian Learning
We study a fundamental problem in Bayesian learning, where the goal is t...
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09/28/2020
Distributed Maximization of Submodular and Approximately Submodular Functions
We study the problem of maximizing a submodular function, subject to a c...
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03/24/2020