Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions

Signe Moe, Camilla Sterud. Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions. 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 943-953, PMLR, 2021. [doi]

Abstract

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