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Papers matching “generalization guarantees” 10

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Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 arXiv (Cornell University) preprint Engineering Stability and Control of Uncertain Systems Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

0

citations
Numerical schemes for a class of nonlocal conservation laws: a general approach
2023 RWTH Publications (RWTH Aachen) preprint Engineering Computational Fluid Dynamics and Aerodynamics Open access

Jan O. Friedrich, Sanjibanee Sudha, Samala Rathan

0

citations
Compressive Sensing and Neural Networks from a Statistical Learning Perspective
2020 arXiv (Cornell University) preprint Engineering Sparse and Compressive Sensing Techniques Open access

Arash Behboodi, Holger Rauhut, Ekkehard Schnoor

1

citations
Identifying Causal Structure in Dynamical Systems
2020 arXiv (Cornell University) preprint Engineering Control Systems and Identification Open access

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

2

citations
Parameter-Adaptive Approximate MPC: Tuning Neural-Network Controllers without Retraining
2024 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Alexander Gräfe, Sebastian Trimpe

0

citations
A Systems-Theoretic View on the Convergence of Algorithms under Disturbances
2025 arXiv (Cornell University) preprint Engineering Distributed Control Multi-Agent Systems Open access

Guner Dilsad Er, Sebastian Trimpe, Michael Muehlebach

0

citations
Global exponential stabilization of a force- and torque-actuated unicycle by flexible-step MPC
2026 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Ala Kolsi, Christian Ebenbauer, Bahman Gharesifard, Raik Suttner

0

citations
Monotone-based numerical schemes for two-dimensional systems of nonlocal conservation laws
2026 arXiv (Cornell University) preprint Engineering Computational Fluid Dynamics and Aerodynamics Open access

Anika Beckers, Jan Friedrich

0

citations
Robust Direct Data-Driven Control for Probabilistic Systems
2023 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access

Alexander von Rohr, Sebastian Trimpe

0

citations
End-to-End Reinforcement Learning of Curative Curtailment with Partial Measurement Availability
2024 arXiv (Cornell University) preprint Engineering Optimal Power Flow Distribution Open access

Hinrikus Wolf, Luis Böttcher, Sarra Bouchkati, Philipp Lutat, Jens Breitung, Bastian Jung, +5 more

0

citations

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