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3033 Publications
2024 | Conference Paper | LibreCat-ID: 53073
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, pp. 14388–14396.
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| DOI
M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, pp. 14388–14396.
2024 | Conference Paper | LibreCat-ID: 55311
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2024, pp. 3520–3528.
LibreCat
P. Kolpaczki, M. Muschalik, F. Fumagalli, B. Hammer, E. Huellermeier, in: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2024, pp. 3520–3528.
2024 | Conference Paper | LibreCat-ID: 58223
KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: Proceedings of the 41st International Conference on Machine Learning (ICML), PMLR, 2024, pp. 14308–14342.
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F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: Proceedings of the 41st International Conference on Machine Learning (ICML), PMLR, 2024, pp. 14308–14342.
2024 | Conference Paper | LibreCat-ID: 61228
shapiq: Shapley interactions for machine learning
M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, E. Huellermeier, in: Advances in Neural Information Processing Systems (NeurIPS), 2024, pp. 130324–130357.
LibreCat
M. Muschalik, H. Baniecki, F. Fumagalli, P. Kolpaczki, B. Hammer, E. Huellermeier, in: Advances in Neural Information Processing Systems (NeurIPS), 2024, pp. 130324–130357.
2024 | Conference Paper | LibreCat-ID: 61230
Approximating the shapley value without marginal contributions
P. Kolpaczki, V. Bengs, M. Muschalik, E. Hüllermeier, in: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, pp. 13246–13255.
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P. Kolpaczki, V. Bengs, M. Muschalik, E. Hüllermeier, in: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024, pp. 13246–13255.
2024 | Conference Paper | LibreCat-ID: 61176 | 
Revisiting the phenomenon of syntactic complexity convergence on German dialogue data
Y. Wang, H. Buschmeier, in: Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), Vienna, Austria, 2024, pp. 75–80.
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Y. Wang, H. Buschmeier, in: Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), Vienna, Austria, 2024, pp. 75–80.
2024 | Conference Paper | LibreCat-ID: 55911 |
How much does nonverbal communication conform to entropy rate constancy?: A case study on listener gaze in interaction
Y. Wang, Y. Xu, G. Skantze, H. Buschmeier, in: Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
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Y. Wang, Y. Xu, G. Skantze, H. Buschmeier, in: Findings of the Association for Computational Linguistics ACL 2024, Bangkok, Thailand, 2024, pp. 3533–3545.
2024 | Conference Abstract | LibreCat-ID: 56314
Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives
A.N. Riechmann, H. Buschmeier, in: Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
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A.N. Riechmann, H. Buschmeier, in: Book of Abstracts of the 2nd International Multimodal Communication Symposium, Frankfurt am Main, Germany, 2024, pp. 38–39.
2024 | Conference Paper | LibreCat-ID: 58722 |
Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness
M. Spliethöver, S.N. Menon, H. Wachsmuth, in: L.-W. Ku, A. Martins, V. Srikumar (Eds.), Findings of the Association for Computational Linguistics: ACL 2024, Association for Computational Linguistics, Bangkok, Thailand, 2024, pp. 9294–9313.
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M. Spliethöver, S.N. Menon, H. Wachsmuth, in: L.-W. Ku, A. Martins, V. Srikumar (Eds.), Findings of the Association for Computational Linguistics: ACL 2024, Association for Computational Linguistics, Bangkok, Thailand, 2024, pp. 9294–9313.
2024 | Journal Article | LibreCat-ID: 61251
Time-bin entanglement in the deterministic generation of linear photonic cluster states
D. Bauch, N. Köcher, N. Heinisch, S. Schumacher, APL Quantum 1 (2024).
LibreCat
| DOI
D. Bauch, N. Köcher, N. Heinisch, S. Schumacher, APL Quantum 1 (2024).
2024 | Journal Article | LibreCat-ID: 61253
Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs
N. Heinisch, N. Köcher, D. Bauch, S. Schumacher, Physical Review Research 6 (2024).
LibreCat
| DOI
N. Heinisch, N. Köcher, D. Bauch, S. Schumacher, Physical Review Research 6 (2024).
2024 | Journal Article | LibreCat-ID: 61255
Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates
T. Schneider, W. Gao, T. Zentgraf, S. Schumacher, X. Ma, Nanophotonics 13 (2024) 509–518.
LibreCat
| DOI
T. Schneider, W. Gao, T. Zentgraf, S. Schumacher, X. Ma, Nanophotonics 13 (2024) 509–518.
2024 | Journal Article | LibreCat-ID: 61257
Manipulating spectral topology and exceptional points by nonlinearity in non-Hermitian polariton systems
J. Wingenbach, S. Schumacher, X. Ma, Physical Review Research 6 (2024).
LibreCat
| DOI
J. Wingenbach, S. Schumacher, X. Ma, Physical Review Research 6 (2024).
2024 | Conference Paper | LibreCat-ID: 61273
A Paradigm to Investigate Social Signals of Understanding and Their Susceptibility to Stress
J. Paletschek, in: 12th International Conference on Affective Computing & Intelligent Interaction, IEEE, 2024.
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| DOI
J. Paletschek, in: 12th International Conference on Affective Computing & Intelligent Interaction, IEEE, 2024.
2024 | Journal Article | LibreCat-ID: 61290
Explainable AI for Audio and Visual Affective Computing: A Scoping Review
D. Johnson, O. Hakobyan, J. Paletschek, H. Drimalla, IEEE Transactions on Affective Computing 16 (2024) 518–536.
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D. Johnson, O. Hakobyan, J. Paletschek, H. Drimalla, IEEE Transactions on Affective Computing 16 (2024) 518–536.
2024 | Journal Article | LibreCat-ID: 61357
Understanding and Improving Triplet Exciton Transfer in Sensitized Silicon Solar Cells
M. Krenz, S. Sanna, U. Gerstmann, W.G. Schmidt, The Journal of Physical Chemistry C 128 (2024) 17774–17778.
LibreCat
| DOI
M. Krenz, S. Sanna, U. Gerstmann, W.G. Schmidt, The Journal of Physical Chemistry C 128 (2024) 17774–17778.
2024 | Conference Paper | LibreCat-ID: 55429
Revealing the Dynamics of Medical Diagnostic Reasoning as Step-by-Step Cognitive Process Trajectories
D. Battefeld, S. Mues, T. Wehner, P. House, C. Kellinghaus, J. Wellmer, S. Kopp, in: Proceedings of the 46th Annual Conference of the Cognitive Science Society, 2024.
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D. Battefeld, S. Mues, T. Wehner, P. House, C. Kellinghaus, J. Wellmer, S. Kopp, in: Proceedings of the 46th Annual Conference of the Cognitive Science Society, 2024.
2024 | Journal Article | LibreCat-ID: 61824 |
Task-specific scan trajectory modification for dimensional X-ray computed Tomography with high throughput
L. Butzhammer, T. Hausotte, Tm - Technisches Messen 91 (2024) 2–7.
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L. Butzhammer, T. Hausotte, Tm - Technisches Messen 91 (2024) 2–7.
2024 | Journal Article | LibreCat-ID: 62025 |
Barkhausen Noise‐ and Eddy Current‐Based Measurements for Online Detection of Deformation‐Induced Martensite During Flow Forming of Metastable Austenitic Steel AISI 304L
J. Rozo Vasquez, H. Kanagarajah, B. Arian, L. Kersting, W. Homberg, A. Trächtler, F. Walther, Engineering Reports 7 (2024).
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J. Rozo Vasquez, H. Kanagarajah, B. Arian, L. Kersting, W. Homberg, A. Trächtler, F. Walther, Engineering Reports 7 (2024).
2024 | Journal Article | LibreCat-ID: 62053 |
Barkhausen Noise‐ and Eddy Current‐Based Measurements for Online Detection of Deformation‐Induced Martensite During Flow Forming of Metastable Austenitic Steel AISI 304L
J. Rozo Vasquez, H. Kanagarajah, B. Arian, L. Kersting, W. Homberg, A. Trächtler, F. Walther, Engineering Reports 7 (2024).
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J. Rozo Vasquez, H. Kanagarajah, B. Arian, L. Kersting, W. Homberg, A. Trächtler, F. Walther, Engineering Reports 7 (2024).