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Sebastian Trimpe
174  Ergebnisse:
Personensuche X
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1

Local Bayesian optimization for controller tuning with cras..:

von Rohr, Alexander ; Stenger, David ; Scheurenberg, Dominik.
at - Automatisierungstechnik.  72 (2024)  4 - p. 281-292 , 2024
Link: https://doi.org/10.1515/..
 
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2

ECLAD: Extracting Concepts with Local Aggregated Descriptor:

Posada-Moreno, Andrés Felipe ; Surya, Nikita ; Trimpe, Sebastian
Pattern Recognition.  147 (2024)  - p. 110146 , 2024
Link: https://doi.org/10.1016/..
 
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3

Data-Driven Observability Analysis for Nonlinear Stochastic..:

Massiani, Pierre-François ; Buisson-Fenet, Mona ; Solowjow, Friedrich..
IEEE Transactions on Automatic Control.  69 (2024)  6 - p. 4042-4049 , 2024
Link: https://doi.org/10.1109/..
 
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4

Multimodal Multi-User Surface Recognition With the Kernel T..:

Khojasteh, Behnam ; Solowjow, Friedrich ; Trimpe, Sebastian.
IEEE Transactions on Automation Science and Engineering.  , 2024
Link: https://doi.org/10.1109/..
 
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5

Actionable Artificial Intelligence for the Future of Produc..:

, In: Internet of Production; Interdisciplinary Excellence Accelerator Series,
Behery, Mohamed ; Brauner, Philipp ; Zhou, Hans Aoyang... - p. 91-136 , 2023
Link: https://doi.org/10.1007/..
 
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6

Safe Value Functions:

Massiani, Pierre-François ; Heim, Steve ; Solowjow, Friedrich.
IEEE Transactions on Automatic Control.  68 (2023)  5 - p. 2743-2757 , 2023
Link: https://doi.org/10.1109/..
 
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7

Data-efficient Deep Reinforcement Learning for Vehicle Traj..:

, In: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC),
Frauenknecht, Bernd ; Ehlgen, Tobias ; Trimpe, Sebastian - p. 894-901 , 2023
Link: https://doi.org/10.1109/..
 
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8

Scale-preserving automatic concept extraction (SPACE):

Posada-Moreno, Andrés Felipe ; Kreisköther, Lukas ; Glander, Tassilo.
Machine Learning.  112 (2023)  11 - p. 4495-4525 , 2023
Link: https://doi.org/10.1007/..
 
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9

GoSafeOpt: Scalable safe exploration for global optimizatio..:

Sukhija, Bhavya ; Turchetta, Matteo ; Lindner, David...
Artificial Intelligence.  320 (2023)  - p. 103922 , 2023
Link: https://doi.org/10.1016/..
 
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10

Structure-Preserving Gaussian Process Dynamics:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Ensinger, Katharina ; Solowjow, Friedrich ; Ziesche, Sebastian.. - p. 140-156 , 2023
Link: https://doi.org/10.1007/..
 
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11

Mean-Field Limits for Discrete-Time Dynamical Systems via K..:

Fiedler, Christian ; Herty, Michael ; Trimpe, Sebastian
IEEE Control Systems Letters.  7 (2023)  - p. 3914-3919 , 2023
Link: https://doi.org/10.1109/..
 
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12

Scalable Concept Extraction in Industry 4.0:

, In: Communications in Computer and Information Science; Explainable Artificial Intelligence,
Posada-Moreno, Andrés Felipe ; Müller, Kai ; Brillowski, Florian... - p. 512-535 , 2023
Link: https://doi.org/10.1007/..
 
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13

Improving the Performance of Robust Control through Event-T..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
von Rohr, Alexander ; Solowjow, Friedrich ; Trimpe, Sebastian - p. 3424-3430 , 2022
Link: https://doi.org/10.1109/..
 
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14

On Controller Tuning with Time-Varying Bayesian Optimizatio:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Brunzema, Paul ; Von Rohr, Alexander ; Trimpe, Sebastian - p. 4046-4052 , 2022
Link: https://doi.org/10.1109/..
 
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15

Towards remote fault detection by analyzing communication p..:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),
Grafe, Alexander ; Baumann, Dominik ; Trimpe, Sebastian - p. 1758-1763 , 2022
Link: https://doi.org/10.1109/..
 
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