Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
2115 Publications
2024 | Conference Paper | LibreCat-ID: 49354
Domain Knowledge Injection Guidance for Predictive Maintenance
L. Afroze, S. Merkelbach, S. von Enzberg, R. Dumitrescu, in: ML4CPS 2023, 2024.
LibreCat
L. Afroze, S. Merkelbach, S. von Enzberg, R. Dumitrescu, in: ML4CPS 2023, 2024.
2024 | Journal Article | LibreCat-ID: 46469 |
Learning of discrete models of variational PDEs from data
C. Offen, S. Ober-Blöbaum, Chaos 34 (2024).
LibreCat
| Files available
| DOI
| arXiv
C. Offen, S. Ober-Blöbaum, Chaos 34 (2024).
2024 | Journal Article | LibreCat-ID: 50740
Association of dietary patterns with diabetes-related comorbidities varies among diabetes endotypes
K.S. Weber, S. Schlesinger, A. Lang, K. Straßburger, H. Maalmi, A. Zhu, O.-P. Zaharia, A. Strom, G.J. Bönhof, J. Goletzke, S. Trenkamp, R. Wagner, A. Buyken, W. Lieb, M. Roden, C. Herder, M. Roden, H. Al-Hasani, B. Belgardt, E. Lammert, G. Bönhof, G. Geerling, C. Herder, A. Icks, K. Jandeleit-Dahm, J. Kotzka, O. Kuß, W. Rathmann, S. Schlesinger, V. Schrauwen-Hinderling, J. Szendroedi, S. Trenkamp, R. Wagner, Nutrition, Metabolism and Cardiovascular Diseases (2024).
LibreCat
| DOI
K.S. Weber, S. Schlesinger, A. Lang, K. Straßburger, H. Maalmi, A. Zhu, O.-P. Zaharia, A. Strom, G.J. Bönhof, J. Goletzke, S. Trenkamp, R. Wagner, A. Buyken, W. Lieb, M. Roden, C. Herder, M. Roden, H. Al-Hasani, B. Belgardt, E. Lammert, G. Bönhof, G. Geerling, C. Herder, A. Icks, K. Jandeleit-Dahm, J. Kotzka, O. Kuß, W. Rathmann, S. Schlesinger, V. Schrauwen-Hinderling, J. Szendroedi, S. Trenkamp, R. Wagner, Nutrition, Metabolism and Cardiovascular Diseases (2024).
2024 | Journal Article | LibreCat-ID: 40171 |
Distributed Control of Partial Differential Equations Using Convolutional Reinforcement Learning
S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira, Physica D: Nonlinear Phenomena 461 (2024) 134096.
LibreCat
| DOI
| Download (ext.)
S. Peitz, J. Stenner, V. Chidananda, O. Wallscheid, S.L. Brunton, K. Taira, Physica D: Nonlinear Phenomena 461 (2024) 134096.
2024 | Journal Article | LibreCat-ID: 52346
Insights into the First Multi-Transition-Metal Containing Ruddlesden Popper-Type Cathode for all-solid-state Fluoride Ion Batteries
V. Vanita, A.I. Waidha, S. Vasala, P. Puphal, R. Schoch, P. Glatzel, M. Bauer, O. Clemens, Journal of Materials Chemistry A (2024).
LibreCat
| DOI
V. Vanita, A.I. Waidha, S. Vasala, P. Puphal, R. Schoch, P. Glatzel, M. Bauer, O. Clemens, Journal of Materials Chemistry A (2024).
2024 | Journal Article | LibreCat-ID: 33461 |
Learning Bilinear Models of Actuated Koopman Generators from Partially-Observed Trajectories
S.E. Otto, S. Peitz, C.W. Rowley, SIAM Journal on Applied Dynamical Systems 23 (2024) 885–923.
LibreCat
| DOI
| Download (ext.)
| arXiv
S.E. Otto, S. Peitz, C.W. Rowley, SIAM Journal on Applied Dynamical Systems 23 (2024) 885–923.
2024 | Journal Article | LibreCat-ID: 52712
Ernährung und Alltagsbewältigung - Ein Spannungsfeld für Individuum, Haushalt und Gesellschaft
A. Buyken, L. Libuda, DGEwissen (2024).
LibreCat
A. Buyken, L. Libuda, DGEwissen (2024).
2024 | Conference Paper | LibreCat-ID: 52827
Differentially Private Natural Language Models: Recent Advances and Future Directions
L. Hu, I. Habernal, L. Shen, D. Wang, in: Y. Graham, M. Purver (Eds.), Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, Association for Computational Linguistics, 2024, pp. 478–499.
LibreCat
L. Hu, I. Habernal, L. Shen, D. Wang, in: Y. Graham, M. Purver (Eds.), Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024, Association for Computational Linguistics, 2024, pp. 478–499.
2024 | Conference Paper | LibreCat-ID: 52842
DP-NMT: Scalable Differentially Private Machine Translation
T. Igamberdiev, D.N.L. Vu, F. Kuennecke, Z. Yu, J. Holmer, I. Habernal, in: N. Aletras, O. De Clercq (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, Association for Computational Linguistics, St. Julians, Malta, 2024, pp. 94–105.
LibreCat
T. Igamberdiev, D.N.L. Vu, F. Kuennecke, Z. Yu, J. Holmer, I. Habernal, in: N. Aletras, O. De Clercq (Eds.), Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, Association for Computational Linguistics, St. Julians, Malta, 2024, pp. 94–105.
2024 | Journal Article | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
LibreCat
| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, Proceedings of the AAAI Conference on Artificial Intelligence 38 (2024) 14388–14396.
2024 | Conference Paper | LibreCat-ID: 53095
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling
K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, L. Wang, in: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024, ACM, 2024.
LibreCat
K. Razavi, S. Ghafouri, M. Mühlhäuser, P. Jamshidi, L. Wang, in: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024, ACM, 2024.
2024 | Conference Paper | LibreCat-ID: 52231 |
Causal Question Answering with Reinforcement Learning
L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d.
LibreCat
| Download (ext.)
L. Blübaum, S. Heindorf, in: The World Wide Web Conference (WWW), ACM, n.d.
2024 | Conference Paper | LibreCat-ID: 53304
Rademacher Complexity Regularization for Correlation-Based Multiview Representation Learning
M. Kuschel, T. Hasija, T. Marrinan, in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2024.
LibreCat
| DOI
M. Kuschel, T. Hasija, T. Marrinan, in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, 2024.
2024 | Conference Paper | LibreCat-ID: 52749
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP
M. Vinzent Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024.
LibreCat
| DOI
M. Vinzent Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024.
2024 | Journal Article | LibreCat-ID: 53622
Empowering Students for the Data-Driven World: A Qualitative Study of the Relevance of Learning about Data-Driven Technologies
L. Höper, C. Schulte, Informatics in Education (2024).
LibreCat
| DOI
L. Höper, C. Schulte, Informatics in Education (2024).
2024 | Journal Article | LibreCat-ID: 52713
The association between dairy intake in adolescents with inflammation and risk markers of type 2 diabetes during young adulthood – results of the DONALD study
E. Hohoff, N. Jankovic, I. Perrar, M. Schnermann, C. Herder, U. Nöthlings, L. Libuda, U. Alexy, Public Health Nutrition (2024) 1–26.
LibreCat
| DOI
E. Hohoff, N. Jankovic, I. Perrar, M. Schnermann, C. Herder, U. Nöthlings, L. Libuda, U. Alexy, Public Health Nutrition (2024) 1–26.
2024 | Conference Paper | LibreCat-ID: 53638
Modular 3D roller straightening – A new approach to straightening and forming of spring steel wires (X10CrNi18-8)
F.S. Dahms, W. Homberg, in: Materials Research Proceedings, Materials Research Forum LLC, 2024.
LibreCat
| DOI
F.S. Dahms, W. Homberg, in: Materials Research Proceedings, Materials Research Forum LLC, 2024.
2024 | Preprint | LibreCat-ID: 53793 |
Predicting PDEs Fast and Efficiently with Equivariant Extreme Learning Machines
H. Harder, S. Peitz, (n.d.).
LibreCat
| Download (ext.)
H. Harder, S. Peitz, (n.d.).
2024 | Preprint | LibreCat-ID: 52758
On the continuity and smoothness of the value function in reinforcement learning and optimal control
H. Harder, S. Peitz, (2024).
LibreCat
H. Harder, S. Peitz, (2024).
2024 | Preprint | LibreCat-ID: 53805 |
Machine learning of continuous and discrete variational ODEs with convergence guarantee and uncertainty quantification
C. Offen, (n.d.).
LibreCat
| Files available
| arXiv
C. Offen, (n.d.).