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COLT 2020

Year Title Author Publication Code Tasks Notes Datasets Notions
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.