Friedrich Solowjow

48 papers A* 4C 2Journal 33Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A kernel conditional two-sample test.
CoRR
Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe
2025 J jnl
Event-Triggered Time-Varying Bayesian Optimization.
Trans. Mach. Learn. Res.
Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
2025 A* conf
On Rollouts in Model-Based Reinforcement Learning.
ICLR
Bernd Frauenknecht, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2025 J jnl
On Rollouts in Model-Based Reinforcement Learning.
CoRR
Bernd Frauenknecht, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2025 — conf
Parameter Filter-based Event-triggered Learning.
ECC
Sebastian Schlor, Friedrich Solowjow, Sebastian Trimpe
2025 — conf
Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF.
CDC
Tobin Holtmann, David Stenger, Andres Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe
2025 J jnl
Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF.
CoRR
Tobin Holtmann, David Stenger, Andres Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe
2024 J jnl
Data-Driven Observability Analysis for Nonlinear Stochastic Systems.
IEEE Trans. Autom. Control.
Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe
2024 J jnl
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test.
IEEE Trans Autom. Sci. Eng.
Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker
2024 J jnl
On Foundation Models for Dynamical Systems from Purely Synthetic Data.
CoRR
Martin Ziegler, Andres Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe
2024 A* conf
On Statistical Learning Theory for Distributional Inputs.
ICML
Christian Fiedler, Pierre-François Massiani, Friedrich Solowjow, Sebastian Trimpe
2024 A* conf
On the Consistency of Kernel Methods with Dependent Observations.
ICML
Pierre-François Massiani, Sebastian Trimpe, Friedrich Solowjow
2024 J jnl
On the Consistency of Kernel Methods with Dependent Observations.
CoRR
Pierre-François Massiani, Sebastian Trimpe, Friedrich Solowjow
2024 A* conf
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption.
ICML
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2024 J jnl
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption.
CoRR
Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe
2023 J jnl
Data-Driven Observability Analysis for Nonlinear Stochastic Systems.
CoRR
Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe
2023 J jnl
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test.
CoRR
Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker
2023 J jnl
Safe Value Functions.
IEEE Trans. Autom. Control.
Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe
2023 — conf
Scalable Concept Extraction in Industry 4.0.
xAI (3)
Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe
2023 J jnl
Scalable Concept Extraction in Industry 4.0.
CoRR
Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe
2022 J jnl
Event-Triggered Time-Varying Bayesian Optimization.
CoRR
Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
2022 — —
Event-triggered Learning.
Friedrich Solowjow
2022 J jnl
Identifying Causal Structure in Dynamical Systems.
Trans. Mach. Learn. Res.
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
2022 — conf
Improving the Performance of Robust Control through Event-Triggered Learning.
CDC
Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
2022 J jnl
Improving the Performance of Robust Control through Event-Triggered Learning.
CoRR
Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe
2022 J jnl
Parameter Filter-based Event-triggered Learning.
CoRR
Sebastian Schlor, Friedrich Solowjow, Sebastian Trimpe
2022 — conf
Structure-Preserving Gaussian Process Dynamics.
ECML/PKDD (5)
Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe
2021 J jnl
Event-Triggered Learning for Linear Quadratic Control.
IEEE Trans. Autom. Control.
Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe
2021 J jnl
Safe Value Functions.
CoRR
Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe
2021 J jnl
Symplectic Gaussian Process Dynamics.
CoRR
Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe
2020 J jnl
A Kernel Two-sample Test for Dynamical Systems.
CoRR
Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe
2020 — conf
Actively Learning Gaussian Process Dynamics.
L4DC
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe
2020 J jnl
Event-triggered learning.
Autom.
Friedrich Solowjow, Sebastian Trimpe
2020 J jnl
Hierarchical Event-Triggered Learning for Cyclically Excited Systems With Application to Wireless Sensor Networks.
IEEE Control. Syst. Lett.
Jonas Beuchert, Friedrich Solowjow, Jörg Raisch, Sebastian Trimpe, Thomas Seel
2020 J jnl
Identifying Causal Structure in Dynamical Systems.
CoRR
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
2020 J jnl
Overcoming Bandwidth Limitations in Wireless Sensor Networks by Exploitation of Cyclic Signal Patterns: An Event-triggered Learning Approach.
Sensors
Jonas Beuchert, Friedrich Solowjow, Sebastian Trimpe, Thomas Seel
2019 J jnl
Actively Learning Gaussian Process Dynamics.
CoRR
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe
2019 — conf
Controlling Heterogeneous Stochastic Growth Processes on Lattices with Limited Resources.
CDC
Ravi N. Haksar, Friedrich Solowjow, Sebastian Trimpe, Mac Schwager
2019 J jnl
Event-triggered Learning for Linear Quadratic Control.
CoRR
Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe
2019 J jnl
Event-triggered Learning.
CoRR
Friedrich Solowjow, Sebastian Trimpe
2019 C conf
Event-triggered Pulse Control with Model Learning (if Necessary).
ACC
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
2019 J jnl
Event-triggered Pulse Control with Model Learning (if Necessary).
CoRR
Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe
2019 J jnl
Hierarchical Event-triggered Learning for Cyclically Excited Systems with Application to Wireless Sensor Networks.
CoRR
Jonas Beuchert, Friedrich Solowjow, Jörg Raisch, Sebastian Trimpe, Thomas Seel
2018 J jnl
A Local Information Criterion for Dynamical Systems.
CoRR
Arash Mehrjou, Friedrich Solowjow, Sebastian Trimpe, Bernhard Schölkopf
2018 — conf
Efficient Encoding of Dynamical Systems Through Local Approximations.
CDC
Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe
2018 C conf
Event-Triggered Learning for Resource-Efficient Networked Control.
ACC
Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe
2018 J jnl
Event-triggered Learning for Resource-efficient Networked Control.
CoRR
Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe
2018 J jnl
Minimum Information Exchange in Distributed Systems.
CoRR
Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe