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ORCIDChristian Fiedler
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2020 – today
- 2024
[c7]Christian Fiedler, Sebastian Trimpe:
Analysis of EMPC Schemes Without Terminal Constraints via Local Incremental Stabilizability. ECC 2024: 1830-1836- [c6]Christian Fiedler, Pierre-François Massiani, Friedrich Solowjow, Sebastian Trimpe:
On Statistical Learning Theory for Distributional Inputs. ICML 2024 - [i11]Christian Fiedler, Johanna Menn, Lukas Kreisköther, Sebastian Trimpe:
On Safety in Safe Bayesian Optimization. CoRR abs/2403.12948 (2024) - 2023
- [j2]Christian Fiedler
, Michael Herty, Sebastian Trimpe:
Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings. IEEE Control. Syst. Lett. 7: 3914-3919 (2023) - [c5]Christian Fiedler, Michael Herty, Sebastian Trimpe:
On kernel-based statistical learning theory in the mean field limit. NeurIPS 2023 - [i10]Christian Fiedler, Michael Herty, Michael Rom, Chiara Segala, Sebastian Trimpe:
Reproducing kernel Hilbert spaces in the mean field limit. CoRR abs/2302.14446 (2023) - [i9]Christian Fiedler, Michael Herty, Sebastian Trimpe:
On kernel-based statistical learning in the mean field limit. CoRR abs/2310.18074 (2023) - [i8]Christian Fiedler:
Lipschitz and Hölder Continuity in Reproducing Kernel Hilbert Spaces. CoRR abs/2310.18078 (2023) - [i7]Christian Fiedler, Michael Herty, Sebastian Trimpe:
Mean field limits for discrete-time dynamical systems via kernel mean embeddings. CoRR abs/2312.06422 (2023) - [i6]Abdullah Tokmak, Christian Fiedler, Melanie N. Zeilinger, Sebastian Trimpe, Johannes Köhler:
Automatic nonlinear MPC approximation with closed-loop guarantees. CoRR abs/2312.10199 (2023) - 2022
- [c4]Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe:
Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression. CDC 2022: 2141-2146 - [c3]Christian Fiedler, Sebastian Trimpe:
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control. MED 2022: 211-216 - [i5]Christian Fiedler, Sebastian Trimpe:
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control. CoRR abs/2207.05373 (2022) - 2021
- [c2]Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe:
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression. AAAI 2021: 7439-7447 - [c1]Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe:
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees. CDC 2021: 5122-5129 - [i4]Christian Fiedler, Massimo Fornasier, Timo Klock, Michael Rauchensteiner:
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples. CoRR abs/2101.07150 (2021) - [i3]Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe:
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression. CoRR abs/2105.02796 (2021) - [i2]Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe:
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees. CoRR abs/2105.03397 (2021) - 2020
- [i1]Friedrich Solowjow, Dominik Baumann, Christian Fiedler, Andreas Jocham, Thomas Seel, Sebastian Trimpe:
A Kernel Two-sample Test for Dynamical Systems. CoRR abs/2004.11098 (2020)
2010 – 2019
- 2019
- [j1]Christian Fiedler, Franz Josef Preyser, Wolfgang Kastner:
Simulation of RPDEVS Models of Logic Gates. Simul. Notes Eur. 29(2): 85-91 (2019)
Coauthor Index
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