Anton Savchenko

14 papers C 6Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification.
CoRR
Hendrik Alsmeier, Lukas Theiner, Anton Savchenko, Ali Mesbah, Rolf Findeisen
2024 — conf
Imitation Learning of MPC with Neural Networks: Error Guarantees and Sparsification.
CDC
Hendrik Alsmeier, Lukas Theiner, Anton Savchenko, Ali Mesbah, Rolf Findeisen
2024 C conf
Neural Horizon Model Predictive Control - Increasing Computational Efficiency with Neural Networks.
ACC
Hendrik Alsmeier, Anton Savchenko, Rolf Findeisen
2024 J jnl
Neural Horizon Model Predictive Control - Increasing Computational Efficiency with Neural Networks.
CoRR
Hendrik Alsmeier, Anton Savchenko, Rolf Findeisen
2023 C conf
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.
ACC
Johannes Pohlodek, Hendrik Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen
2023 J jnl
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.
CoRR
Johannes Pohlodek, Hendrik Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen
2021 C conf
One-Step Safe Neural Network Supported Control.
ACC
Tim Zieger, Anton Savchenko, Thimo Oehlschlägel, Rolf Findeisen
2020 — conf
Monitoring and verification of event-driven transportation systems in discrete manufacturing.
CCTA
Petar Andonov, Anton Savchenko, Philipp Rumschinski, Thomas Trenner, Jörg Neidig, Rolf Findeisen
2020 C conf
Towards nominal stability certification of deep learning-based controllers.
ACC
Hoang Hai Nguyen, Janine Matschek, Tim Zieger, Anton Savchenko, Navid Noroozi, Rolf Findeisen
2019 C conf
Controller Parametrization for Offset-free Control Using Set-Based Feasibility Methods.
ACC
Petar Andonov, Anton Savchenko, Rolf Findeisen
2018 — conf
Admissible Control Parametrization of Uncertain Finite-time Processes With Application to Li-ion Battery Management.
ECC
Petar Andonov, Bruno Morabito, Anton Savchenko, Rolf Findeisen
2012 J jnl
ADMIT: a toolbox for guaranteed model invalidation, estimation and qualitative-quantitative modeling.
Bioinform.
Stefan Streif, Anton Savchenko, Philipp Rumschinski, Steffen Borchers, Rolf Findeisen
2012 J jnl
Interactive Environment for Massive Neuroscience simulations in Grid.
Int. J. Comput.
Andrii Salnikov, Oleksandr O. Sudakov, Roman Levchenko, Ievgen A. Sliusar, Anton Savchenko
2010 C conf
Therapy Discrimination via Global Sensitivity Analysis of Force-induced Bone Growth and Adaptation.
CCA
Solvey Maldonado, Anton Savchenko, Rolf Findeisen