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29 Publications
2026 | Conference Paper | LibreCat-ID: 63031
Menne AL, Schulz C. Social Context in Human-AI Interaction (HAI): A Theoretical Framework Based on Multi-Perspectival Imaginaries. In: Stephanidis C, Antona M, Ntoa S, Salvendy G, eds. HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings. Communications in Computer and Information Science (CCIS). Springer International Publishing.
LibreCat
2025 | Book Chapter | LibreCat-ID: 55598
Schulz C. Feeds. Ein zentrales Strukturprinzip sozialer Medien. In: Dörre R, Tuschling A, eds. Handbuch Social Media: Geschichte – Kultur – Ästhetik. 1st ed. Metzler Verlag.
LibreCat
2025 | Journal Article | LibreCat-ID: 54667
Schulz C. On “Super Likes” and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms. Digital Culture & Society . 2025;2/2023:45-68. doi:https://doi.org/10.14361/dcs-2023-0204
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2025 | Conference Paper | LibreCat-ID: 61229
Muschalik M, Fumagalli F, Frazzetto P, et al. Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. In: The Thirteenth International Conference on Learning Representations (ICLR). ; 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61232
Visser R, Fumagalli F, Hüllermeier E, Hammer B. Explaining Outliers using Isolation Forest and Shapley Interactions. In: Proceedings of the European Symposium on Artificial Neural Networks (ESANN). ; 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 61231
Fumagalli F, Muschalik M, Hüllermeier E, Hammer B, Herbinger J. Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. In: Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS). Vol 258. Proceedings of Machine Learning Research. PMLR; 2025:5140-5148.
LibreCat
2024 | Book Chapter | LibreCat-ID: 51745
Schulz C. Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen. In: Bartelmus M, Nebrig A, eds. Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift. 1st ed. transcript ; 2024. doi:https://doi.org/10.1515/9783839468135-009
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2024 | Book Chapter | LibreCat-ID: 51746
Schulz C. Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie. In: Schürmann A, Yacavone K, eds. Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut . 1st ed. Reimer Verlag; 2024. doi:doi.org/10.5771/9783496030980
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2024 | Conference Paper | LibreCat-ID: 57250
Schütze C, Richter B, Lammert O, Thommes K, Wrede B. Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies? In: HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction. ACM; 2024:141-149. doi:10.1145/3687272.3688300
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2024 | Journal Article | LibreCat-ID: 58708
Fisher JB, Rohlfing KJ, Donnellan E, Grimminger A, Gu Y, Vigliocco G. Explain with, rather than explain to: How explainees shape their own learning. Interaction Studies. 2024;25(2):244-255. doi:doi.org/10.1075/is.23019.fis
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg P, Kenneweg T, Fumagalli F, Hammer B. No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation. In: 2024 International Joint Conference on Neural Networks (IJCNN). ; 2024:1-8. doi:10.1109/IJCNN60899.2024.10650124
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2024 | Conference Paper | LibreCat-ID: 53073
Muschalik M, Fumagalli F, Hammer B, Huellermeier E. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). Vol 38. ; 2024:14388-14396. doi:10.1609/aaai.v38i13.29352
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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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
2023 | Journal Article | LibreCat-ID: 49516
Groß A, Schütze C, Brandt M, Wrede B, Richter B. RISE: an open-source architecture for interdisciplinary and reproducible human–robot interaction research. Frontiers in Robotics and AI. 2023;10. doi:10.3389/frobt.2023.1245501
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| DOI
2023 | Journal Article | LibreCat-ID: 51743
Schulz C. From mental models to algorithmic imaginaries to co-constructive mental models. Navigationen – Zeitschrift für Medien- und Kulturwissenschaften . 2023;2:65-75. doi:http://dx.doi.org/10.25819/ubsi/10428
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2023 | Journal Article | LibreCat-ID: 51744
Schulz C, Schröter J. Tech/Imaginations – Introduction. Navigationen – Zeitschrift für Medien- und Kulturwissenschaften . 2023;2:7-14. doi:http://dx.doi.org/10.25819/ubsi/10428
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2023 | Special Issue | LibreCat-ID: 51741
Schulz C, Schröter J, Ernst C, eds. Tech/Imaginations. Vol 2. Universi Verlag ; 2023. doi:http://dx.doi.org/10.25819/ubsi/10428
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