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Symplectic Gaussian Process Dynamics

Feb 02, 2021
Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe


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Identifying Causal Structure in Dynamical Systems

Jun 06, 2020
Dominik Baumann, Friedrich Solowjow, Karl H. Johansson, Sebastian Trimpe


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A Kernel Two-sample Test for Dynamical Systems

Apr 23, 2020
Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe


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Actively Learning Gaussian Process Dynamics

Nov 22, 2019
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe


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Event-triggered Learning for Resource-efficient Networked Control

Sep 27, 2018
Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe

* 7 pages, 4 figures, to appear in the 2018 American Control Conference (ACC) 

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A Local Information Criterion for Dynamical Systems

May 27, 2018
Arash Mehrjou, Friedrich Solowjow, Sebastian Trimpe, Bernhard Schölkopf


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