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2020 – today
- 2023
[j6]Pierre-François Massiani
, Steve Heim, Friedrich Solowjow, Sebastian Trimpe:
Safe Value Functions. IEEE Trans. Autom. Control. 68(5): 2743-2757 (2023)- [c8]Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe:
Scalable Concept Extraction in Industry 4.0. xAI (3) 2023: 512-535 - [i18]Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe:
Data-Driven Observability Analysis for Nonlinear Stochastic Systems. CoRR abs/2302.11979 (2023) - [i17]Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker:
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test. CoRR abs/2303.04930 (2023) - [i16]Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe:
Scalable Concept Extraction in Industry 4.0. CoRR abs/2306.03551 (2023) - 2022
- [b1]Friedrich Solowjow:
Event-triggered Learning. University of Tübingen, Germany, 2022 - [j5]Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe:
Identifying Causal Structure in Dynamical Systems. Trans. Mach. Learn. Res. 2022 (2022) - [c7]Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe:
Improving the Performance of Robust Control through Event-Triggered Learning. CDC 2022: 3424-3430 - [c6]Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe:
Structure-Preserving Gaussian Process Dynamics. ECML/PKDD (5) 2022: 140-156 - [i15]Sebastian Schlor, Friedrich Solowjow, Sebastian Trimpe:
Parameter Filter-based Event-triggered Learning. CoRR abs/2204.02059 (2022) - [i14]Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe:
Improving the Performance of Robust Control through Event-Triggered Learning. CoRR abs/2207.14252 (2022) - [i13]Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe:
Event-Triggered Time-Varying Bayesian Optimization. CoRR abs/2208.10790 (2022) - 2021
- [j4]Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe:
Event-Triggered Learning for Linear Quadratic Control. IEEE Trans. Autom. Control. 66(10): 4485-4498 (2021) - [i12]Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe:
Symplectic Gaussian Process Dynamics. CoRR abs/2102.01606 (2021) - [i11]Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe:
Safe Value Functions. CoRR abs/2105.12204 (2021) - 2020
- [j3]Friedrich Solowjow, Sebastian Trimpe:
Event-triggered learning. Autom. 117: 109009 (2020) - [j2]Jonas Beuchert, Friedrich Solowjow, Jörg Raisch, Sebastian Trimpe, Thomas Seel:
Hierarchical Event-Triggered Learning for Cyclically Excited Systems With Application to Wireless Sensor Networks. IEEE Control. Syst. Lett. 4(1): 103-108 (2020) - [j1]Jonas Beuchert, Friedrich Solowjow, Sebastian Trimpe, Thomas Seel:
Overcoming Bandwidth Limitations in Wireless Sensor Networks by Exploitation of Cyclic Signal Patterns: An Event-triggered Learning Approach. Sensors 20(1): 260 (2020) - [c5]Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe:
Actively Learning Gaussian Process Dynamics. L4DC 2020: 5-15 - [i10]Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe:
A Kernel Two-sample Test for Dynamical Systems. CoRR abs/2004.11098 (2020) - [i9]Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe:
Identifying Causal Structure in Dynamical Systems. CoRR abs/2006.03906 (2020)
2010 – 2019
- 2019
- [c4]Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe:
Event-triggered Pulse Control with Model Learning (if Necessary). ACC 2019: 792-797 - [c3]Ravi N. Haksar, Friedrich Solowjow, Sebastian Trimpe, Mac Schwager:
Controlling Heterogeneous Stochastic Growth Processes on Lattices with Limited Resources. CDC 2019: 1315-1322 - [i8]Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe:
Event-triggered Pulse Control with Model Learning (if Necessary). CoRR abs/1903.08046 (2019) - [i7]Friedrich Solowjow, Sebastian Trimpe:
Event-triggered Learning. CoRR abs/1904.03042 (2019) - [i6]Jonas Beuchert, Friedrich Solowjow, Jörg Raisch, Sebastian Trimpe, Thomas Seel:
Hierarchical Event-triggered Learning for Cyclically Excited Systems with Application to Wireless Sensor Networks. CoRR abs/1906.03211 (2019) - [i5]Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe:
Event-triggered Learning for Linear Quadratic Control. CoRR abs/1910.07732 (2019) - [i4]Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe:
Actively Learning Gaussian Process Dynamics. CoRR abs/1911.09946 (2019) - 2018
- [c2]Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe:
Event-Triggered Learning for Resource-Efficient Networked Control. ACC 2018: 6506-6512 - [c1]Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe:
Efficient Encoding of Dynamical Systems Through Local Approximations. CDC 2018: 6073-6079 - [i3]Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe:
Event-triggered Learning for Resource-efficient Networked Control. CoRR abs/1803.01802 (2018) - [i2]Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe:
Minimum Information Exchange in Distributed Systems. CoRR abs/1805.09714 (2018) - [i1]Arash Mehrjou, Friedrich Solowjow, Sebastian Trimpe, Bernhard Schölkopf:
A Local Information Criterion for Dynamical Systems. CoRR abs/1805.10615 (2018)
Coauthor Index
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last updated on 2023-11-14 01:41 CET by the dblp team
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