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282 Publications


2021 | Preprint | LibreCat-ID: 21600
Dellnitz M, Hüllermeier E, Lücke M, et al. Efficient time stepping for numerical integration using reinforcement  learning. arXiv:210403562. 2021.
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2021 | Journal Article | LibreCat-ID: 16295
Gebken B, Peitz S. Inverse multiobjective optimization: Inferring decision criteria from data. Journal of Global Optimization. 2021;80:3-29. doi:10.1007/s10898-020-00983-z
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2021 | Preprint | LibreCat-ID: 23428
Nüske F, Peitz S, Philipp F, Schaller M, Worthmann K. Finite-data error bounds for Koopman-based prediction and control. arXiv:210807102. 2021.
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2021 | Preprint | LibreCat-ID: 21199
Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to Control Systems. arXiv:210204722. 2021.
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2021 | Conference Paper | LibreCat-ID: 22894
Offen C, Ober-Blöbaum S. Bifurcation preserving discretisations of optimal control problems.
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2021 | Journal Article | LibreCat-ID: 16867
Gebken B, Peitz S. An efficient descent method for locally Lipschitz multiobjective optimization problems. Journal of Optimization Theory and Applications. 2021;188:696-723. doi:10.1007/s10957-020-01803-w
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2021 | Journal Article | LibreCat-ID: 21195
Goelz C, Mora K, Stroehlein JK, et al. Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults. Cognitive Neurodynamics. 2021. doi:10.1007/s11571-020-09656-9
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2021 | Journal Article | LibreCat-ID: 24170
Klus S, Gelß P, Nüske F, Noé F. Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry. Machine Learning: Science and Technology. Published online 2021. doi:10.1088/2632-2153/ac14ad
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2021 | Journal Article | LibreCat-ID: 20731
Bieker K, Gebken B, Peitz S. On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation. IEEE Transactions on Pattern Analysis and Machine Intelligence. Published online 2021. doi:10.1109/TPAMI.2021.3114962
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2021 | Preprint | LibreCat-ID: 23382
Offen C, Ober-Blöbaum S. Symplectic integration of learned Hamiltonian systems.
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