Friedrich Solowjow

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Gaussian Process

Kernel Based Clustering

Dynamical Systems

Limited Resources

Top Venues

IEEE Trans. Autom. Control.

Publications

Pierre-François Massiani, Sebastian Trimpe, Friedrich Solowjow
On the Consistency of Kernel Methods with Dependent Observations. CoRR (2024)
Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe
Data-Driven Observability Analysis for Nonlinear Stochastic Systems. IEEE Trans. Autom. Control. 69 (6) (2024)
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption. CoRR (2024)
Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test. CoRR (2023)
Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe
Scalable Concept Extraction in Industry 4.0. CoRR (2023)
Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe
Scalable Concept Extraction in Industry 4.0. xAI (3) (2023)
Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe
Safe Value Functions. IEEE Trans. Autom. Control. 68 (5) (2023)
Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe
Data-Driven Observability Analysis for Nonlinear Stochastic Systems. CoRR (2023)
Sebastian Schlor, Friedrich Solowjow, Sebastian Trimpe
Parameter Filter-based Event-triggered Learning. CoRR (2022)
Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
Improving the Performance of Robust Control through Event-Triggered Learning. CoRR (2022)
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
Identifying Causal Structure in Dynamical Systems. Trans. Mach. Learn. Res. 2022 (2022)
Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
Event-Triggered Time-Varying Bayesian Optimization. CoRR (2022)
Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
Improving the Performance of Robust Control through Event-Triggered Learning. CDC (2022)
Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe
Structure-Preserving Gaussian Process Dynamics. ECML/PKDD (5) (2022)
Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe
Safe Value Functions. CoRR (2021)
Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe
Event-Triggered Learning for Linear Quadratic Control. IEEE Trans. Autom. Control. 66 (10) (2021)
Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe
Symplectic Gaussian Process Dynamics. CoRR (2021)
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) (2020)
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) (2020)
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
Identifying Causal Structure in Dynamical Systems. CoRR (2020)
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe
Actively Learning Gaussian Process Dynamics. L4DC (2020)
Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe
A Kernel Two-sample Test for Dynamical Systems. CoRR (2020)
Friedrich Solowjow, Sebastian Trimpe
Event-triggered learning. Autom. 117 (2020)
Friedrich Solowjow, Sebastian Trimpe
Event-triggered Learning. CoRR (2019)
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 (2019)
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe
Actively Learning Gaussian Process Dynamics. CoRR (2019)
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
Event-triggered Pulse Control with Model Learning (if Necessary). ACC (2019)
Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe
Event-triggered Learning for Linear Quadratic Control. CoRR (2019)
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
Event-triggered Pulse Control with Model Learning (if Necessary). CoRR (2019)
Ravi N. Haksar, Friedrich Solowjow, Sebastian Trimpe, Mac Schwager
Controlling Heterogeneous Stochastic Growth Processes on Lattices with Limited Resources. CDC (2019)
Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe
Event-Triggered Learning for Resource-Efficient Networked Control. ACC (2018)
Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe
Efficient Encoding of Dynamical Systems Through Local Approximations. CDC (2018)
Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe
Minimum Information Exchange in Distributed Systems. CoRR (2018)
Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe
Event-triggered Learning for Resource-efficient Networked Control. CoRR (2018)
Arash Mehrjou, Friedrich Solowjow, Sebastian Trimpe, Bernhard Schölkopf
A Local Information Criterion for Dynamical Systems. CoRR (2018)