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3033 Publications
2024 | Conference Paper | LibreCat-ID: 53073
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38:14388–96, 2024. https://doi.org/10.1609/aaai.v38i13.29352.
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2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki, Patrick, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “SVARM-IQ: Efficient Approximation of Any-Order Shapley Interactions through Stratification.” In Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS), 238:3520–3528. Proceedings of Machine Learning Research. PMLR, 2024.
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2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.” In Proceedings of the 41st International Conference on Machine Learning (ICML), 235:14308–14342. Proceedings of Machine Learning Research. PMLR, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
Muschalik, Maximilian, Hubert Baniecki, Fabian Fumagalli, Patrick Kolpaczki, Barbara Hammer, and Eyke Huellermeier. “Shapiq: Shapley Interactions for Machine Learning.” In Advances in Neural Information Processing Systems (NeurIPS), 37:130324–130357, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki, Patrick, Viktor Bengs, Maximilian Muschalik, and Eyke Hüllermeier. “Approximating the Shapley Value without Marginal Contributions.” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 38:13246–13255, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 61176 | 
Wang, Yu, and Hendrik Buschmeier. “Revisiting the Phenomenon of Syntactic Complexity Convergence on German Dialogue Data.” In Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024), 75–80. Vienna, Austria, 2024.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Wang, Yu, Yang Xu, Gabriel Skantze, and Hendrik Buschmeier. “How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction.” In Findings of the Association for Computational Linguistics ACL 2024, 3533–3545. Bangkok, Thailand, 2024.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann, Alina Naomi, and Hendrik Buschmeier. “Automatic Reconstruction of Dialogue Participants’ Coordinating Gaze Behavior from Multiple Camera Perspectives.” In Book of Abstracts of the 2nd International Multimodal Communication Symposium, 38–39. Frankfurt am Main, Germany, 2024.
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2024 | Conference Paper | LibreCat-ID: 58722 |
Spliethöver, Maximilian, Sai Nikhil Menon, and Henning Wachsmuth. “Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness.” In Findings of the Association for Computational Linguistics: ACL 2024, edited by Lun-Wei Ku, Andre Martins, and Vivek Srikumar, 9294–9313. Bangkok, Thailand: Association for Computational Linguistics, 2024. https://doi.org/10.18653/v1/2024.findings-acl.553.
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2024 | Journal Article | LibreCat-ID: 61251
Bauch, David, Nikolas Köcher, Nils Heinisch, and Stefan Schumacher. “Time-Bin Entanglement in the Deterministic Generation of Linear Photonic Cluster States.” APL Quantum 1, no. 3 (2024). https://doi.org/10.1063/5.0214197.
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2024 | Journal Article | LibreCat-ID: 61253
Heinisch, Nils, Nikolas Köcher, David Bauch, and Stefan Schumacher. “Swing-up Dynamics in Quantum Emitter Cavity Systems: Near Ideal Single Photons and Entangled Photon Pairs.” Physical Review Research 6, no. 1 (2024). https://doi.org/10.1103/physrevresearch.6.l012017.
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2024 | Journal Article | LibreCat-ID: 61255
Schneider, Tobias, Wenlong Gao, Thomas Zentgraf, Stefan Schumacher, and Xuekai Ma. “Topological Edge and Corner States in Coupled Wave Lattices in Nonlinear Polariton Condensates.” Nanophotonics 13, no. 4 (2024): 509–18. https://doi.org/10.1515/nanoph-2023-0556.
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2024 | Journal Article | LibreCat-ID: 61257
Wingenbach, Jan, Stefan Schumacher, and Xuekai Ma. “Manipulating Spectral Topology and Exceptional Points by Nonlinearity in Non-Hermitian Polariton Systems.” Physical Review Research 6, no. 1 (2024). https://doi.org/10.1103/physrevresearch.6.013148.
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2024 | Conference Paper | LibreCat-ID: 61273
Paletschek, Jonas. “A Paradigm to Investigate Social Signals of Understanding and Their Susceptibility to Stress.” In 12th International Conference on Affective Computing & Intelligent Interaction. IEEE, 2024. https://doi.org/10.1109/ACII63134.2024.00040.
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2024 | Journal Article | LibreCat-ID: 61290
Johnson, David, Olya Hakobyan, Jonas Paletschek, and Hanna Drimalla. “Explainable AI for Audio and Visual Affective Computing: A Scoping Review.” IEEE Transactions on Affective Computing 16, no. 2 (2024): 518–36. https://doi.org/10.1109/taffc.2024.3505269.
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2024 | Journal Article | LibreCat-ID: 61357
Krenz, Marvin, Simone Sanna, Uwe Gerstmann, and Wolf Gero Schmidt. “Understanding and Improving Triplet Exciton Transfer in Sensitized Silicon Solar Cells.” The Journal of Physical Chemistry C 128, no. 41 (2024): 17774–78. https://doi.org/10.1021/acs.jpcc.4c05446.
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2024 | Conference Paper | LibreCat-ID: 55429
Battefeld, Dominik, Sigrid Mues, Tim Wehner, Patrick House, Christoph Kellinghaus, Jörg Wellmer, and Stefan Kopp. “Revealing the Dynamics of Medical Diagnostic Reasoning as Step-by-Step Cognitive Process Trajectories.” In Proceedings of the 46th Annual Conference of the Cognitive Science Society, 2024.
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2024 | Journal Article | LibreCat-ID: 61824 |
Butzhammer, Lorenz, and Tino Hausotte. “Task-Specific Scan Trajectory Modification for Dimensional X-Ray Computed Tomography with High Throughput.” Tm - Technisches Messen 91, no. s1 (2024): 2–7. https://doi.org/10.1515/teme-2024-0044.
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2024 | Journal Article | LibreCat-ID: 62025 |
Rozo Vasquez, Julian, Hanigah Kanagarajah, Bahman Arian, Lukas Kersting, Werner Homberg, Ansgar Trächtler, and Frank Walther. “Barkhausen Noise‐ and Eddy Current‐Based Measurements for Online Detection of Deformation‐Induced Martensite During Flow Forming of Metastable Austenitic Steel <scp>AISI 304L</Scp>.” Engineering Reports 7, no. 1 (2024). https://doi.org/10.1002/eng2.13070.
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2024 | Journal Article | LibreCat-ID: 62053 |
Rozo Vasquez, Julian, Hanigah Kanagarajah, Bahman Arian, Lukas Kersting, Werner Homberg, Ansgar Trächtler, and Frank Walther. “Barkhausen Noise‐ and Eddy Current‐Based Measurements for Online Detection of Deformation‐Induced Martensite During Flow Forming of Metastable Austenitic Steel <scp>AISI 304L</Scp>.” Engineering Reports 7, no. 1 (2024). https://doi.org/10.1002/eng2.13070.
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