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2127 Publications
2024 | Conference Paper | LibreCat-ID: 49354
@inproceedings{Afroze_Merkelbach_von Enzberg_Dumitrescu_2024, title={Domain Knowledge Injection Guidance for Predictive Maintenance}, booktitle={ML4CPS 2023}, author={Afroze, Lameya and Merkelbach, Silke and von Enzberg, Sebastian and Dumitrescu, Roman}, year={2024} }
LibreCat
2024 | Journal Article | LibreCat-ID: 46469 | 
@article{Offen_Ober-Blöbaum_2024, title={Learning of discrete models of variational PDEs from data}, volume={34}, DOI={10.1063/5.0172287}, number={1013104}, journal={Chaos}, publisher={AIP Publishing}, author={Offen, Christian and Ober-Blöbaum, Sina}, year={2024} }
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| arXiv
2024 | Journal Article | LibreCat-ID: 50740
@article{Weber_Schlesinger_Lang_Straßburger_Maalmi_Zhu_Zaharia_Strom_Bönhof_Goletzke_et al._2024, title={Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes}, DOI={10.1016/j.numecd.2023.12.026}, journal={Nutrition, Metabolism and Cardiovascular Diseases}, publisher={Elsevier BV}, author={Weber, Katharina S. and Schlesinger, Sabrina and Lang, Alexander and Straßburger, Klaus and Maalmi, Haifa and Zhu, Anna and Zaharia, Oana-Patricia and Strom, Alexander and Bönhof, Gidon J. and Goletzke, Janina and et al.}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 40171 |
@article{Peitz_Stenner_Chidananda_Wallscheid_Brunton_Taira_2024, title={Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning}, volume={461}, DOI={10.1016/j.physd.2024.134096}, journal={Physica D: Nonlinear Phenomena}, publisher={Elsevier}, author={Peitz, Sebastian and Stenner, Jan and Chidananda, Vikas and Wallscheid, Oliver and Brunton, Steven L. and Taira, Kunihiko}, year={2024}, pages={134096} }
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2024 | Journal Article | LibreCat-ID: 52346
@article{Vanita_Waidha_Vasala_Puphal_Schoch_Glatzel_Bauer_Clemens_2024, title={Insights into the First Multi-Transition-Metal Containing Ruddlesden Popper-Type Cathode for all-solid-state Fluoride Ion Batteries}, DOI={10.1039/d4ta00704b}, journal={Journal of Materials Chemistry A}, publisher={Royal Society of Chemistry (RSC)}, author={Vanita, Vanita and Waidha, Aamir Iqbal and Vasala, Sami and Puphal, Pascal and Schoch, Roland and Glatzel, Pieter and Bauer, Matthias and Clemens, Oliver}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 33461 |
@article{Otto_Peitz_Rowley_2024, title={Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories}, volume={23}, DOI={10.1137/22M1523601}, number={1}, journal={SIAM Journal on Applied Dynamical Systems}, publisher={SIAM}, author={Otto, Samuel E. and Peitz, Sebastian and Rowley, Clarence W.}, year={2024}, pages={885–923} }
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| arXiv
2024 | Journal Article | LibreCat-ID: 52712
@article{Buyken_Libuda_2024, title={Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft}, journal={DGEwissen}, author={Buyken, Anette and Libuda, Lars}, year={2024} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 52827
@inproceedings{Hu_Habernal_Shen_Wang_2024, title={Differentially Private Natural Language Models: Recent Advances and Future Directions}, booktitle={Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024}, publisher={Association for Computational Linguistics}, author={Hu, Lijie and Habernal, Ivan and Shen, Lei and Wang, Di}, editor={Graham, Yvette and Purver, Matthew}, year={2024}, pages={478–499} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 52842
@inproceedings{Igamberdiev_Vu_Kuennecke_Yu_Holmer_Habernal_2024, place={St. Julians, Malta}, title={DP-NMT: Scalable Differentially Private Machine Translation}, booktitle={Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Vu, Doan Nam Long and Kuennecke, Felix and Yu, Zhuo and Holmer, Jannik and Habernal, Ivan}, editor={Aletras, Nikolaos and De Clercq, Orphee}, year={2024}, pages={94–105} }
LibreCat
2024 | Journal Article | LibreCat-ID: 53073
@article{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
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2024 | Conference Paper | LibreCat-ID: 53095
@inproceedings{Razavi_Ghafouri_Mühlhäuser_Jamshidi_Wang_2024, title={Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling}, booktitle={Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024}, publisher={ACM}, author={Razavi, Kamran and Ghafouri, Saeid and Mühlhäuser, Max and Jamshidi, Pooyan and Wang, Lin}, year={2024} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 52231 |
@inproceedings{Blübaum_Heindorf, title={Causal Question Answering with Reinforcement Learning}, booktitle={The World Wide Web Conference (WWW)}, publisher={ACM}, author={Blübaum, Lukas and Heindorf, Stefan} }
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2024 | Conference Paper | LibreCat-ID: 53304
@inproceedings{Kuschel_Hasija_Marrinan_2024, title={Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning}, DOI={10.1109/icassp48485.2024.10446173}, booktitle={ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, publisher={IEEE}, author={Kuschel, Maurice and Hasija, Tanuj and Marrinan, Timothy}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 52749
@inproceedings{Vinzent Seiler_Rook_Heins_Preuß_Bossek_Trautmann_2024, title={Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP}, DOI={10.1109/ssci52147.2023.10372008}, booktitle={2023 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE}, author={Vinzent Seiler, Moritz and Rook, Jeroen and Heins, Jonathan and Preuß, Oliver Ludger and Bossek, Jakob and Trautmann, Heike}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 53622
@article{Höper_Schulte_2024, title={Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies}, DOI={10.15388/infedu.2024.19}, journal={Informatics in Education}, publisher={Vilnius University Press}, author={Höper, Lukas and Schulte, Carsten}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 52713
@article{Hohoff_Jankovic_Perrar_Schnermann_Herder_Nöthlings_Libuda_Alexy_2024, title={The association between dairy intake in adolescents with inflammation and risk markers of type 2 diabetes during young adulthood – results of the DONALD study}, DOI={10.1017/s1368980024000624}, journal={Public Health Nutrition}, publisher={Cambridge University Press (CUP)}, author={Hohoff, E and Jankovic, N and Perrar, I and Schnermann, ME and Herder, C and Nöthlings, U and Libuda, Lars and Alexy, U}, year={2024}, pages={1–26} }
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2024 | Conference Paper | LibreCat-ID: 53638
@inproceedings{Dahms_Homberg_2024, title={Modular 3D roller straightening – A new approach to straightening and forming of spring steel wires (X10CrNi18-8)}, DOI={10.21741/9781644903131-154}, booktitle={Materials Research Proceedings}, publisher={Materials Research Forum LLC}, author={Dahms, Frederik Simon and Homberg, Werner}, year={2024} }
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2024 | Preprint | LibreCat-ID: 53793 |
@article{Harder_Peitz, title={Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines}, author={Harder, Hans and Peitz, Sebastian} }
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2024 | Preprint | LibreCat-ID: 52758
@article{Harder_Peitz_2024, title={On the continuity and smoothness of the value function in reinforcement learning and optimal control}, author={Harder, Hans and Peitz, Sebastian}, year={2024} }
LibreCat
2024 | Preprint | LibreCat-ID: 53805 |
@article{Offen, title={Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification}, author={Offen, Christian} }
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| arXiv