Christian Fiedler

Orcid: 0000-0002-1973-0922

According to our database1, Christian Fiedler authored at least 16 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
On Safety in Safe Bayesian Optimization.
CoRR, 2024

On Statistical Learning Theory for Distributional Inputs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Analysis of EMPC Schemes Without Terminal Constraints via Local Incremental Stabilizability.
Proceedings of the European Control Conference, 2024

2023
Mean-Field Limits for Discrete-Time Dynamical Systems via Kernel Mean Embeddings.
IEEE Control. Syst. Lett., 2023

Automatic nonlinear MPC approximation with closed-loop guarantees.
CoRR, 2023

Lipschitz and Hölder Continuity in Reproducing Kernel Hilbert Spaces.
CoRR, 2023

On kernel-based statistical learning in the mean field limit.
CoRR, 2023

Reproducing kernel Hilbert spaces in the mean field limit.
CoRR, 2023

On kernel-based statistical learning theory in the mean field limit.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Revisiting the derivation of stage costs in infinite horizon discrete-time optimal control.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Learning Functions and Uncertainty Sets Using Geometrically Constrained Kernel Regression.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Stable Recovery of Entangled Weights: Towards Robust Identification of Deep Neural Networks from Minimal Samples.
CoRR, 2021

Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A Kernel Two-sample Test for Dynamical Systems.
CoRR, 2020

2019
Simulation of RPDEVS Models of Logic Gates.
Simul. Notes Eur., 2019


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