Christian Fiedler

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Infinite Horizon

Base Stock Policy

Statistical Learning

Gaussian Process

Top Venues

IEEE Control. Syst. Lett.

Publications

Christian Fiedler, Sebastian Trimpe
Analysis of EMPC Schemes Without Terminal Constraints via Local Incremental Stabilizability. ECC (2024)
Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe
On Safety in Safe Bayesian Optimization. CoRR (2024)
Christian Fiedler
Lipschitz and Hölder Continuity in Reproducing Kernel Hilbert Spaces. CoRR (2023)
Christian Fiedler, Michael Herty, Michael Rom, Chiara Segala, Sebastian Trimpe
Reproducing kernel Hilbert spaces in the mean field limit. CoRR (2023)
Christian Fiedler, Michael Herty, Sebastian Trimpe
Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings. IEEE Control. Syst. Lett. 7 (2023)
Christian Fiedler, Michael Herty, Sebastian Trimpe
On kernel-based statistical learning theory in the mean field limit. NeurIPS (2023)
Abdullah Tokmak, Christian Fiedler, Melanie N. Zeilinger, Sebastian Trimpe, Johannes Köhler
Automatic nonlinear MPC approximation with closed-loop guarantees. CoRR (2023)
Christian Fiedler, Michael Herty, Sebastian Trimpe
Mean field limits for discrete-time dynamical systems via kernel mean embeddings. CoRR (2023)
Christian Fiedler, Michael Herty, Sebastian Trimpe
On kernel-based statistical learning in the mean field limit. CoRR (2023)
Christian Fiedler, Sebastian Trimpe
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control. MED (2022)
Christian Fiedler, Sebastian Trimpe
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control. CoRR (2022)
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression. CDC (2022)
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees. CDC (2021)
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees. CoRR (2021)
Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples. CoRR (2021)
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression. CoRR (2021)
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression. AAAI (2021)
Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe
A Kernel Two-sample Test for Dynamical Systems. CoRR (2020)
Christian Fiedler, Franz Josef Preyser, Wolfgang Kastner
Simulation of RPDEVS Models of Logic Gates. Simul. Notes Eur. 29 (2) (2019)