Year | Title | Author | Publication | Code | Tasks | Notes | Datasets | Notions |
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2020 | Active Learning for Identification of Linear Dynamical Systems | Wagenmaker and Jamieson | COLT | - | Linear Dynamical Systems , Theory |
We show a finite time bound quantifying the estimation rate our algorithm attains and prove matching upper and lower bounds which guarantee its asymptotic optimality, up to constants. |