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2148 Publications
2024 | Conference Paper | LibreCat-ID: 49354
Afroze L, Merkelbach S, von Enzberg S, Dumitrescu R. Domain Knowledge Injection Guidance for Predictive Maintenance. In: ML4CPS 2023. ; 2024.
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2024 | Journal Article | LibreCat-ID: 46469 | 
Offen C, Ober-Blöbaum S. Learning of discrete models of variational PDEs from data. Chaos. 2024;34(1). doi:10.1063/5.0172287
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| arXiv
2024 | Journal Article | LibreCat-ID: 50740
Weber KS, Schlesinger S, Lang A, et al. Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes. Nutrition, Metabolism and Cardiovascular Diseases. Published online 2024. doi:10.1016/j.numecd.2023.12.026
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2024 | Journal Article | LibreCat-ID: 51270
Treder A. Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera. Revista Lengua y Cultura.
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2024 | Journal Article | LibreCat-ID: 40171 |
Peitz S, Stenner J, Chidananda V, Wallscheid O, Brunton SL, Taira K. Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning. Physica D: Nonlinear Phenomena. 2024;461:134096. doi:10.1016/j.physd.2024.134096
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2024 | Journal Article | LibreCat-ID: 52346
Vanita V, Waidha AI, Vasala S, et al. Insights into the First Multi-Transition-Metal Containing Ruddlesden Popper-Type Cathode for all-solid-state Fluoride Ion Batteries. Journal of Materials Chemistry A. Published online 2024. doi:10.1039/d4ta00704b
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2024 | Journal Article | LibreCat-ID: 33461 |
Otto SE, Peitz S, Rowley CW. Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories. SIAM Journal on Applied Dynamical Systems. 2024;23(1):885-923. doi:10.1137/22M1523601
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| arXiv
2024 | Journal Article | LibreCat-ID: 52713
Hohoff E, Jankovic N, Perrar I, et al. The association between dairy intake in adolescents with inflammation and risk markers of type 2 diabetes during young adulthood – results of the DONALD study. Public Health Nutrition. Published online 2024:1-26. doi:10.1017/s1368980024000624
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2024 | Journal Article | LibreCat-ID: 52712
Buyken A, Libuda L. Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft. DGEwissen. Published online 2024.
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2024 | Journal Article | LibreCat-ID: 52758
Harder H, Peitz S. On the continuity and smoothness of the value function in reinforcement learning and optimal control. Published online 2024.
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2024 | Conference Paper | LibreCat-ID: 52827
Hu L, Habernal I, Shen L, Wang D. Differentially Private Natural Language Models: Recent Advances and Future Directions. In: Graham Y, Purver M, eds. Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024. Association for Computational Linguistics; 2024:478–499.
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2024 | Conference Paper | LibreCat-ID: 52842
Igamberdiev T, Vu DNL, Kuennecke F, Yu Z, Holmer J, Habernal I. DP-NMT: Scalable Differentially Private Machine Translation. In: Aletras N, De Clercq O, eds. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Association for Computational Linguistics; 2024:94–105.
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2024 | Journal Article | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. Proceedings of the AAAI Conference on Artificial Intelligence. 2024;38(13):14388-14396. doi:10.1609/aaai.v38i13.29352
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2024 | Conference Paper | LibreCat-ID: 53095
Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L. Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. In: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. ACM; 2024.
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2024 | Conference Paper | LibreCat-ID: 52231 |
Blübaum L, Heindorf S. Causal Question Answering with Reinforcement Learning. In: The World Wide Web Conference (WWW). ACM.
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2024 | Conference Paper | LibreCat-ID: 53304
Kuschel M, Hasija T, Marrinan T. Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning. In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE; 2024. doi:10.1109/icassp48485.2024.10446173
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2024 | Conference Paper | LibreCat-ID: 52749
Vinzent Seiler M, Rook J, Heins J, Preuß OL, Bossek J, Trautmann H. Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP. In: 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE; 2024. doi:10.1109/ssci52147.2023.10372008
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2023 | Conference Paper | LibreCat-ID: 34083
Stahl M, Wachsmuth H. Identifying Feedback Types to Augment Feedback Comment Generation. In: Proceedings of the 16th International Natural Language Generation Conference.
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2023 | Journal Article | LibreCat-ID: 21199 |
Peitz S, Bieker K. On the Universal Transformation of Data-Driven Models to Control Systems. Automatica. 2023;149. doi:10.1016/j.automatica.2022.110840
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2023 | Journal Article | LibreCat-ID: 36877
Kapidzic S, Frey F, Neuberger C, Stieglitz S, Mirbabaie M. Crisis Communication on Twitter: Differences Between User Types in Top Tweets About the 2015 “Refugee Crisis” in Germany. International Journal of Communication. 2023;17(0).
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