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8158 Publications
2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki P, Muschalik M, Fumagalli F, Hammer B, Huellermeier E. SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. In: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS). Vol 238. Proceedings of Machine Learning Research. PMLR; 2024:3520–3528.
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2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. In: Proceedings of the 41st International Conference on Machine Learning (ICML). Vol 235. Proceedings of Machine Learning Research. PMLR; 2024:14308–14342.
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2024 | Conference Paper | LibreCat-ID: 61228
Muschalik M, Baniecki H, Fumagalli F, Kolpaczki P, Hammer B, Huellermeier E. shapiq: Shapley interactions for machine learning. In: Advances in Neural Information Processing Systems (NeurIPS). Vol 37. ; 2024:130324–130357.
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2024 | Conference Paper | LibreCat-ID: 61230
Kolpaczki P, Bengs V, Muschalik M, Hüllermeier E. Approximating the shapley value without marginal contributions. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). Vol 38. ; 2024:13246–13255.
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2024 | Conference Paper | LibreCat-ID: 61180
Belosevic M, Buschmeier H. Quote to explain: Using multimodal metalinguistic markers to explain large language models’ understanding capabilities. In: ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction. ACM; 2024:225–227. doi:10.1145/3686215.3689203
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2024 | Conference Paper | LibreCat-ID: 61176 | 
Wang Y, Buschmeier H. Revisiting the phenomenon of syntactic complexity convergence on German dialogue data. In: Proceedings of the 20th Conference on Natural Language Processing (KONVENS 2024). ; 2024:75–80.
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2024 | Conference Paper | LibreCat-ID: 55911 |
Wang Y, Xu Y, Skantze G, Buschmeier H. 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. ; 2024:3533–3545.
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2024 | Conference Abstract | LibreCat-ID: 56314
Riechmann AN, Buschmeier H. Automatic reconstruction of dialogue participants’ coordinating gaze behavior from multiple camera perspectives. In: Book of Abstracts of the 2nd International Multimodal Communication Symposium. ; 2024:38–39.
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2024 | Conference Paper | LibreCat-ID: 58722 |
Spliethöver M, Menon SN, Wachsmuth H. Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness. In: Ku L-W, Martins A, Srikumar V, eds. Findings of the Association for Computational Linguistics: ACL 2024. Association for Computational Linguistics; 2024:9294–9313. doi:10.18653/v1/2024.findings-acl.553
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2024 | Journal Article | LibreCat-ID: 61251
Bauch D, Köcher N, Heinisch N, Schumacher S. Time-bin entanglement in the deterministic generation of linear photonic cluster states. APL Quantum. 2024;1(3). doi:10.1063/5.0214197
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2024 | Journal Article | LibreCat-ID: 61250
Bennenhei C, Shan H, Struve M, et al. Organic Room-Temperature Polariton Condensate in a Higher-Order Topological Lattice. ACS Photonics. 2024;11(8):3046-3054. doi:10.1021/acsphotonics.4c00268
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2024 | Conference Paper | LibreCat-ID: 56671
Illian M, Zinda C, Schlangenotto D. Data Store Architectures: Balancing Functionality and Performance. In: 2024 IEEE International Conference on Industrial Technology (ICIT). IEEE; 2024. doi:10.1109/icit58233.2024.10540811
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2024 | Journal Article | LibreCat-ID: 61253
Heinisch N, Köcher N, Bauch D, Schumacher S. Swing-up dynamics in quantum emitter cavity systems: Near ideal single photons and entangled photon pairs. Physical Review Research. 2024;6(1). doi:10.1103/physrevresearch.6.l012017
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2024 | Journal Article | LibreCat-ID: 61255
Schneider T, Gao W, Zentgraf T, Schumacher S, Ma X. Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates. Nanophotonics. 2024;13(4):509-518. doi:10.1515/nanoph-2023-0556
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2024 | Journal Article | LibreCat-ID: 61257
Wingenbach J, Schumacher S, Ma X. Manipulating spectral topology and exceptional points by nonlinearity in non-Hermitian polariton systems. Physical Review Research. 2024;6(1). doi:10.1103/physrevresearch.6.013148
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2024 | Journal Article | LibreCat-ID: 61258
Wei H, Guo J, Liu H, et al. Novel Phosphazenium Tetrafluoroborate Dopant Enables Efficient and Thermally Stable n‐Doped Organic Semiconductors. Advanced Electronic Materials. Published online 2024. doi:10.1002/aelm.202400767
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2024 | Journal Article | LibreCat-ID: 61259
Bauch F, Dong C-D, Schumacher S. Dynamics of Electron–Hole Coulomb Attractive Energy and Dipole Moment of Hot Excitons in Donor–Acceptor Polymers. The Journal of Physical Chemistry C. 2024;128(8):3525-3532. doi:10.1021/acs.jpcc.3c07513
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| DOI
2024 | Journal Article | LibreCat-ID: 61254
Schneider T, Gao W, Zentgraf T, Schumacher S, Ma X. Topological edge and corner states in coupled wave lattices in nonlinear polariton condensates. Nanophotonics. 2024;13(4):509-518. doi:10.1515/nanoph-2023-0556
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| DOI
2024 | Journal Article | LibreCat-ID: 61263
Dong C-D, Bauch F, Hu Y, Schumacher S. Charge transfer in superbase n-type doping of PCBM induced by deprotonation. Physical Chemistry Chemical Physics. 2024;26(5):4194-4199. doi:10.1039/d3cp05105f
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2024 | Journal Article | LibreCat-ID: 61261
Liang Q, Ma X, Gu C, et al. Photochemical Reaction Enabling the Engineering of Photonic Spin–Orbit Coupling in Organic-Crystal Optical Microcavities. Journal of the American Chemical Society. 2024;146(7):4542-4548. doi:10.1021/jacs.3c11373
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