Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples

Salar Fattahi. Learning Partially Observed Linear Dynamical Systems from Logarithmic Number of Samples. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 60-72, PMLR, 2021. [doi]

Abstract

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