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283 Publications


2021 | Preprint | LibreCat-ID: 21600
@article{Dellnitz_Hüllermeier_Lücke_Ober-Blöbaum_Offen_Peitz_Pfannschmidt_2021, title={Efficient time stepping for numerical integration using reinforcement  learning}, journal={arXiv:2104.03562}, author={Dellnitz, Michael and Hüllermeier, Eyke and Lücke, Marvin and Ober-Blöbaum, Sina and Offen, Christian and Peitz, Sebastian and Pfannschmidt, Karlson}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 16295
@article{Gebken_Peitz_2021, title={Inverse multiobjective optimization: Inferring decision criteria from data}, volume={80}, DOI={10.1007/s10898-020-00983-z}, journal={Journal of Global Optimization}, publisher={Springer}, author={Gebken, Bennet and Peitz, Sebastian}, year={2021}, pages={3–29} }
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2021 | Preprint | LibreCat-ID: 23428
@article{Nüske_Peitz_Philipp_Schaller_Worthmann_2021, title={Finite-data error bounds for Koopman-based prediction and control}, journal={arXiv:2108.07102}, author={Nüske, Feliks and Peitz, Sebastian and Philipp, Friedrich and Schaller, Manuel and Worthmann, Karl}, year={2021} }
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2021 | Preprint | LibreCat-ID: 21199
@article{Peitz_Bieker_2021, title={On the Universal Transformation of Data-Driven Models to Control Systems}, journal={arXiv:2102.04722}, author={Peitz, Sebastian and Bieker, Katharina}, year={2021} }
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2021 | Preprint | LibreCat-ID: 27426
@article{Gebken_Bieker_Peitz_2021, title={On the structure of regularization paths for piecewise differentiable  regularization terms}, journal={arXiv:2111.06775}, author={Gebken, Bennet and Bieker, Katharina and Peitz, Sebastian}, year={2021} }
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2021 | Conference Paper | LibreCat-ID: 22894
@article{Offen_Ober-Blöbaum_2021, series={IFAC-PapersOnLine}, title={Bifurcation preserving discretisations of optimal control problems}, volume={54}, DOI={https://doi.org/10.1016/j.ifacol.2021.11.099}, number={19}, author={Offen, Christian and Ober-Blöbaum, Sina}, year={2021}, pages={334–339}, collection={IFAC-PapersOnLine} }
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2021 | Journal Article | LibreCat-ID: 16867
@article{Gebken_Peitz_2021, title={An efficient descent method for locally Lipschitz multiobjective optimization problems}, volume={188}, DOI={10.1007/s10957-020-01803-w}, journal={Journal of Optimization Theory and Applications}, author={Gebken, Bennet and Peitz, Sebastian}, year={2021}, pages={696–723} }
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2021 | Journal Article | LibreCat-ID: 21195
@article{Goelz_Mora_Stroehlein_Haase_Dellnitz_Reinsberger_Vieluf_2021, title={Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults}, DOI={10.1007/s11571-020-09656-9}, journal={Cognitive Neurodynamics}, author={Goelz, Christian and Mora, Karin and Stroehlein, Julia Kristin and Haase, Franziska Katharina and Dellnitz, Michael and Reinsberger, Claus and Vieluf, Solveig}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 24170
@article{Klus_Gelß_Nüske_Noé_2021, title={Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry}, DOI={10.1088/2632-2153/ac14ad}, number={045016}, journal={Machine Learning: Science and Technology}, author={Klus, Stefan and Gelß, Patrick and Nüske, Feliks and Noé, Frank}, year={2021} }
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2021 | Journal Article | LibreCat-ID: 20731
@article{Bieker_Gebken_Peitz_2021, title={On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation}, DOI={10.1109/TPAMI.2021.3114962}, journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, publisher={IEEE}, author={Bieker, Katharina and Gebken, Bennet and Peitz, Sebastian}, year={2021} }
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