@inproceedingsAfroze_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 

@articleOffen_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 

@articleWeber_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 

@articlePeitz_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 

@articleVanita_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 

@articleOtto_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 

@articleBuyken_Libuda_2024, title=Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft, journal=DGEwissen, author=Buyken, Anette and Libuda, Lars, year=2024 

@inproceedingsHu_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 

@inproceedingsIgamberdiev_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 

@articleMuschalik_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 

@inproceedingsRazavi_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 

@inproceedingsKuschel_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 

@inproceedingsVinzent 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 

@articleHöper_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 

@articleHohoff_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 

@articleHarder_Peitz, title=Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines, author=Harder, Hans and Peitz, Sebastian 

@articleHarder_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 

@articleOffen, title=Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification, author=Offen, Christian 

@inproceedingsYigitbas_Schmidt_Bucchiarone_Bassanelli_Engels_2024, title=Gamification- and Virtual Reality-Based Learning Environment for UML Class Diagram Modeling, booktitle=IEEE Global Engineering Education Conference 2024, author=Yigitbas, Enes and Schmidt, Maximilian and Bucchiarone, Antonio and Bassanelli, Simone and Engels, Gregor, year=2024 

@articleTreder_2024, title=Métodos de la mediación de cultura en el entrenamiento práctico de futuros/as profesores/as de Alemán como Lengua Extranjera, volume=5, DOI=https://doi.org/10.29057/lc.v5i10.12379, number=10, journal=Revista Lengua y Cultura, publisher=Universidad Autónoma del Estado de Hidalgo, Mexico, author=Treder, Alexandra, year=2024, pages=56–68