Christian Fiedler

29 papers A* 4Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
Statistical Learning Theory for Distributional Classification.
AAAI
Christian Fiedler
2026 J jnl
Statistical Learning Theory for Distributional Classification.
CoRR
Christian Fiedler
2025 J jnl
A kernel conditional two-sample test.
CoRR
Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe
2025 J jnl
Automatic Nonlinear MPC Approximation With Closed-Loop Guarantees.
IEEE Trans. Autom. Control.
Abdullah Tokmak, Christian Fiedler, Melanie N. Zeilinger, Sebastian Trimpe, Johannes Köhler
2025 J jnl
Neural network-based localization of spherical MRI markers.
Signal Image Video Process.
Christian Fiedler, Silke Kolbig
2025 J jnl
On the Analysis of Suboptimal Nonlinear Model Predictive Control Schemes Without Terminal Constraints.
IEEE Control. Syst. Lett.
Christian Fiedler, Sebastian Trimpe
2025 J jnl
Safety in safe Bayesian optimization and its ramifications for control.
CoRR
Christian Fiedler, Johanna Menn, Sebastian Trimpe
2025 J jnl
Towards optimal control of ensembles of discrete-time systems.
CoRR
Christian Fiedler, Alessandro Scagliotti
2024 — conf
Analysis of EMPC Schemes Without Terminal Constraints via Local Incremental Stabilizability.
ECC
Christian Fiedler, Sebastian Trimpe
2024 J jnl
On Safety in Safe Bayesian Optimization.
CoRR
Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe
2024 J jnl
On Safety in Safe Bayesian Optimization.
Trans. Mach. Learn. Res.
Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe
2024 A* conf
On Statistical Learning Theory for Distributional Inputs.
ICML
Christian Fiedler, Pierre-François Massiani, Friedrich Solowjow, Sebastian Trimpe
2023 J jnl
Automatic nonlinear MPC approximation with closed-loop guarantees.
CoRR
Abdullah Tokmak, Christian Fiedler, Melanie N. Zeilinger, Sebastian Trimpe, Johannes Köhler
2023 J jnl
Lipschitz and Hölder Continuity in Reproducing Kernel Hilbert Spaces.
CoRR
Christian Fiedler
2023 J jnl
Mean field limits for discrete-time dynamical systems via kernel mean embeddings.
CoRR
Christian Fiedler, Michael Herty, Sebastian Trimpe
2023 J jnl
Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings.
IEEE Control. Syst. Lett.
Christian Fiedler, Michael Herty, Sebastian Trimpe
2023 J jnl
On kernel-based statistical learning in the mean field limit.
CoRR
Christian Fiedler, Michael Herty, Sebastian Trimpe
2023 A* conf
On kernel-based statistical learning theory in the mean field limit.
NeurIPS
Christian Fiedler, Michael Herty, Sebastian Trimpe
2023 J jnl
Reproducing kernel Hilbert spaces in the mean field limit.
CoRR
Christian Fiedler, Michael Herty, Michael Rom, Chiara Segala, Sebastian Trimpe
2022 — conf
Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression.
CDC
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
2022 — conf
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control.
MED
Christian Fiedler, Sebastian Trimpe
2022 J jnl
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control.
CoRR
Christian Fiedler, Sebastian Trimpe
2021 — conf
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees.
CDC
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
2021 J jnl
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees.
CoRR
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
2021 A* conf
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression.
AAAI
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
2021 J jnl
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression.
CoRR
Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe
2021 J jnl
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples.
CoRR
Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner
2020 J jnl
A Kernel Two-sample Test for Dynamical Systems.
CoRR
Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe
2019 J jnl
Simulation of RPDEVS Models of Logic Gates.
Simul. Notes Eur.
Christian Fiedler, Franz Josef Preyser, Wolfgang Kastner