Friedrich Solowjow

According to our database, Friedrich Solowjow authored at least 28 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test.

Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker

IEEE Trans Autom. Sci. Eng., July, 2024

Data-Driven Observability Analysis for Nonlinear Stochastic Systems.

Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe

IEEE Trans. Autom. Control., June, 2024

On the Consistency of Kernel Methods with Dependent Observations.

Pierre-François Massiani, Sebastian Trimpe, Friedrich Solowjow

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption.

Bernd Frauenknecht, Artur Eisele, Devdutt Subhasish, Friedrich Solowjow, Sebastian Trimpe

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On Statistical Learning Theory for Distributional Inputs.

Christian Fiedler, Pierre-François Massiani, Friedrich Solowjow, Sebastian Trimpe

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Safe Value Functions.

Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe

IEEE Trans. Autom. Control., May, 2023

image classification dataset on tailored textiles quality control.

Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe

Dataset, May, 2023

image classification dataset on carbon fiber reinforcement quality control.

Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe

Dataset, May, 2023

Scalable Concept Extraction in Industry 4.0.

Andres Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe

Proceedings of the Explainable Artificial Intelligence, 2023

2022

Event-triggered Learning.

Friedrich Solowjow

PhD thesis, 2022

Identifying Causal Structure in Dynamical Systems.

Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

Trans. Mach. Learn. Res., 2022

Event-Triggered Time-Varying Bayesian Optimization.

Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

CoRR, 2022

Parameter Filter-based Event-triggered Learning.

Sebastian Schlor, Friedrich Solowjow, Sebastian Trimpe

CoRR, 2022

Structure-Preserving Gaussian Process Dynamics.

Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Improving the Performance of Robust Control through Event-Triggered Learning.

Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Event-Triggered Learning for Linear Quadratic Control.

Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe

IEEE Trans. Autom. Control., 2021

Symplectic Gaussian Process Dynamics.

Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe

CoRR, 2021

2020

Overcoming Bandwidth Limitations in Wireless Sensor Networks by Exploitation of Cyclic Signal Patterns: An Event-triggered Learning Approach.

Jonas Beuchert, Friedrich Solowjow, Sebastian Trimpe, Thomas Seel

Sensors, 2020

Hierarchical Event-Triggered Learning for Cyclically Excited Systems With Application to Wireless Sensor Networks.

Jonas Beuchert, Friedrich Solowjow, Jörg Raisch, Sebastian Trimpe, Thomas Seel

IEEE Control. Syst. Lett., 2020

A Kernel Two-sample Test for Dynamical Systems.

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

CoRR, 2020

Event-triggered learning.

Friedrich Solowjow, Sebastian Trimpe

Autom., 2020

Actively Learning Gaussian Process Dynamics.

Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2019

Controlling Heterogeneous Stochastic Growth Processes on Lattices with Limited Resources.

Ravi N. Haksar, Friedrich Solowjow, Sebastian Trimpe, Mac Schwager

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Event-triggered Pulse Control with Model Learning (if Necessary).

Dominik Baumann, Friedrich Solowjow, Karl Henrik Johansson, Sebastian Trimpe

Proceedings of the 2019 American Control Conference, 2019

2018

A Local Information Criterion for Dynamical Systems.

Arash Mehrjou, Friedrich Solowjow, Sebastian Trimpe, Bernhard Schölkopf

CoRR, 2018

Minimum Information Exchange in Distributed Systems.

Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe

CoRR, 2018

Efficient Encoding of Dynamical Systems Through Local Approximations.

Friedrich Solowjow, Arash Mehrjou, Bernhard Schölkopf, Sebastian Trimpe

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Event-Triggered Learning for Resource-Efficient Networked Control.

Friedrich Solowjow, Dominik Baumann, Jochen Garcke, Sebastian Trimpe

Proceedings of the 2018 Annual American Control Conference, 2018