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2106 Publications
2024 | Conference Paper | LibreCat-ID: 49354
Afroze, Lameya, et al. “Domain Knowledge Injection Guidance for Predictive Maintenance.” ML4CPS 2023, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 46469 | 
Offen, Christian, and Sina Ober-Blöbaum. “Learning of Discrete Models of Variational PDEs from Data.” Chaos, vol. 34, no. 1, 013104, AIP Publishing, 2024, doi:10.1063/5.0172287.
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| arXiv
2024 | Journal Article | LibreCat-ID: 50740
Weber, Katharina S., et al. “Association of Dietary Patterns with Diabetes-Related Comorbidities Varies among Diabetes Endotypes.” Nutrition, Metabolism and Cardiovascular Diseases, Elsevier BV, 2024, doi:10.1016/j.numecd.2023.12.026.
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| DOI
2024 | Journal Article | LibreCat-ID: 51270
Treder, Alexandra. “Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera.” Revista Lengua y Cultura, Universidad Autónoma del Estado de Hidalgo, Mexico.
LibreCat
2024 | Journal Article | LibreCat-ID: 40171 |
Peitz, Sebastian, et al. “Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning.” Physica D: Nonlinear Phenomena, vol. 461, Elsevier, 2024, p. 134096, doi:10.1016/j.physd.2024.134096.
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2024 | Journal Article | LibreCat-ID: 52346
Vanita, Vanita, 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, Royal Society of Chemistry (RSC), 2024, doi:10.1039/d4ta00704b.
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2024 | Journal Article | LibreCat-ID: 33461 |
Otto, Samuel E., et al. “Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories.” SIAM Journal on Applied Dynamical Systems, vol. 23, no. 1, SIAM, 2024, pp. 885–923, doi:10.1137/22M1523601.
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| arXiv
2024 | Journal Article | LibreCat-ID: 52713
Hohoff, E., 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, Cambridge University Press (CUP), 2024, pp. 1–26, doi:10.1017/s1368980024000624.
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2024 | Journal Article | LibreCat-ID: 52712
Buyken, Anette, and Lars Libuda. “Ernährung Und Alltagsbewältigung - Ein Spannungsfeld Für Individuum, Haushalt Und Gesellschaft.” DGEwissen, 2024.
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2024 | Journal Article | LibreCat-ID: 52758
Harder, Hans, and Sebastian Peitz. On the Continuity and Smoothness of the Value Function in Reinforcement Learning and Optimal Control. 2024.
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2024 | Conference Paper | LibreCat-ID: 52827
Hu, Lijie, et al. “Differentially Private Natural Language Models: Recent Advances and Future Directions.” Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, edited by Yvette Graham and Matthew Purver, Association for Computational Linguistics, 2024, pp. 478–499.
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2024 | Conference Paper | LibreCat-ID: 52842
Igamberdiev, Timour, et al. “DP-NMT: Scalable Differentially Private Machine Translation.” Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, edited by Nikolaos Aletras and Orphee De Clercq, Association for Computational Linguistics, 2024, pp. 94–105.
LibreCat
2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi:10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 53095
Razavi, Kamran, et al. “Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling.” Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024, ACM, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 52231 |
Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement Learning.” The World Wide Web Conference (WWW), ACM.
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2024 | Conference Paper | LibreCat-ID: 53304
Kuschel, Maurice, et al. “Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning.” 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, Moritz, et al. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024, doi:10.1109/ssci52147.2023.10372008.
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2024 | Journal Article | LibreCat-ID: 53622
Höper, Lukas, and Carsten Schulte. “Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies.” Informatics in Education, Vilnius University Press, 2024, doi:10.15388/infedu.2024.19.
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2023 | Conference Paper | LibreCat-ID: 34083
Stahl, Maja, and Henning Wachsmuth. “Identifying Feedback Types to Augment Feedback Comment Generation.” Proceedings of the 16th International Natural Language Generation Conference.
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2023 | Journal Article | LibreCat-ID: 21199 |
Peitz, Sebastian, and Katharina Bieker. “On the Universal Transformation of Data-Driven Models to Control Systems.” Automatica, vol. 149, 110840, Elsevier, 2023, doi:10.1016/j.automatica.2022.110840.
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