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2920 Publications
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.
LibreCat
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: 61180
Quote to explain: Using multimodal metalinguistic markers to explain large language models’ understanding capabilities
M. Belosevic, H. Buschmeier, in: ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction, ACM, San José, Costa Rica, 2024, pp. 225–227.
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| DOI
M. Belosevic, H. Buschmeier, in: ICMI Companion ’24: Companion Proceedings of the 26th International Conference on Multimodal Interaction, ACM, San José, Costa Rica, 2024, pp. 225–227.
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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| DOI
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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: 61250
Organic Room-Temperature Polariton Condensate in a Higher-Order Topological Lattice
C. Bennenhei, H. Shan, M. Struve, N. Kunte, F. Eilenberger, J. Ohmer, U. Fischer, S. Schumacher, X. Ma, C. Schneider, M. Esmann, ACS Photonics 11 (2024) 3046–3054.
LibreCat
| DOI
C. Bennenhei, H. Shan, M. Struve, N. Kunte, F. Eilenberger, J. Ohmer, U. Fischer, S. Schumacher, X. Ma, C. Schneider, M. Esmann, ACS Photonics 11 (2024) 3046–3054.
2024 | Conference Paper | LibreCat-ID: 56671
Data Store Architectures: Balancing Functionality and Performance
M. Illian, C. Zinda, D. Schlangenotto, in: 2024 IEEE International Conference on Industrial Technology (ICIT), IEEE, 2024.
LibreCat
| DOI
M. Illian, C. Zinda, D. Schlangenotto, in: 2024 IEEE International Conference on Industrial Technology (ICIT), IEEE, 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 | Journal Article | LibreCat-ID: 61258
Novel Phosphazenium Tetrafluoroborate Dopant Enables Efficient and Thermally Stable n‐Doped Organic Semiconductors
H. Wei, J. Guo, H. Liu, T. Wu, P. Chen, C. Dong, S. Wang, S. Schumacher, Y. Bai, T. Lei, S. Wang, Y. Hu, Advanced Electronic Materials (2024).
LibreCat
| DOI
H. Wei, J. Guo, H. Liu, T. Wu, P. Chen, C. Dong, S. Wang, S. Schumacher, Y. Bai, T. Lei, S. Wang, Y. Hu, Advanced Electronic Materials (2024).
2024 | Journal Article | LibreCat-ID: 61259
Dynamics of Electron–Hole Coulomb Attractive Energy and Dipole Moment of Hot Excitons in Donor–Acceptor Polymers
F. Bauch, C.-D. Dong, S. Schumacher, The Journal of Physical Chemistry C 128 (2024) 3525–3532.
LibreCat
| DOI
F. Bauch, C.-D. Dong, S. Schumacher, The Journal of Physical Chemistry C 128 (2024) 3525–3532.
2024 | Journal Article | LibreCat-ID: 61254
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: 61263
Charge transfer in superbase n-type doping of PCBM induced by deprotonation
C.-D. Dong, F. Bauch, Y. Hu, S. Schumacher, Physical Chemistry Chemical Physics 26 (2024) 4194–4199.
LibreCat
| DOI
C.-D. Dong, F. Bauch, Y. Hu, S. Schumacher, Physical Chemistry Chemical Physics 26 (2024) 4194–4199.
2024 | Journal Article | LibreCat-ID: 61261
Photochemical Reaction Enabling the Engineering of Photonic Spin–Orbit Coupling in Organic-Crystal Optical Microcavities
Q. Liang, X. Ma, C. Gu, J. Ren, C. An, H. Fu, S. Schumacher, Q. Liao, Journal of the American Chemical Society 146 (2024) 4542–4548.
LibreCat
| DOI
Q. Liang, X. Ma, C. Gu, J. Ren, C. An, H. Fu, S. Schumacher, Q. Liao, Journal of the American Chemical Society 146 (2024) 4542–4548.