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29 Publications
2026 | Conference Paper | LibreCat-ID: 63031
Menne, Anna Lena, and Christian Schulz. “Social Context in Human-AI Interaction (HAI): A Theoretical Framework Based on Multi-Perspectival Imaginaries.” In HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings, edited by Constantine Stephanidis, Margherita Antona, Stavroula Ntoa, and Gavriel Salvendy. Communications in Computer and Information Science (CCIS). Springer International Publishing, n.d.
LibreCat
2025 | Book Chapter | LibreCat-ID: 55598
Schulz, Christian. “Feeds. Ein zentrales Strukturprinzip sozialer Medien.” In Handbuch Social Media: Geschichte – Kultur – Ästhetik, edited by Robert Dörre and Anna Tuschling, 1st ed. Stuttgart: Metzler Verlag, n.d.
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2025 | Journal Article | LibreCat-ID: 54667
Schulz, Christian. “On ‘Super Likes’ and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms.” Digital Culture & Society 2/2023 (2025): 45–68. https://doi.org/10.14361/dcs-2023-0204.
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2025 | Conference Paper | LibreCat-ID: 61229
Muschalik, Maximilian, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, and Barbara Hammer. “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, Roel, Fabian Fumagalli, Eyke Hüllermeier, and Barbara Hammer. “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, Fabian, Maximilian Muschalik, Eyke Hüllermeier, Barbara Hammer, and Julia Herbinger. “Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.” In Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), 258:5140–48. Proceedings of Machine Learning Research. PMLR, 2025.
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2024 | Book Chapter | LibreCat-ID: 51745
Schulz, Christian. “Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen.” In Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift, edited by Martin Bartelmus and Alexander Nebrig, 1st ed. Bielefeld: transcript , 2024. https://doi.org/10.1515/9783839468135-009.
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2024 | Book Chapter | LibreCat-ID: 51746
Schulz, Christian. “Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie.” In Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut , edited by Anja Schürmann and Kathrin Yacavone, 1st ed. Berlin : Reimer Verlag, 2024. https://doi.org/doi.org/10.5771/9783496030980.
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2024 | Conference Paper | LibreCat-ID: 57250
Schütze, Christian, Birte Richter, Olesja Lammert, Kirsten Thommes, and Britta Wrede. “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, 141–49. ACM, 2024. https://doi.org/10.1145/3687272.3688300.
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2024 | Journal Article | LibreCat-ID: 58708
Fisher, Josephine Beryl, Katharina J. Rohlfing, Ed Donnellan, Angela Grimminger, Yan Gu, and Gabriella Vigliocco. “ Explain with, Rather than Explain to: How Explainees Shape Their Own Learning.” Interaction Studies 25, no. 2 (2024): 244–55. https://doi.org/doi.org/10.1075/is.23019.fis.
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2024 | Conference Paper | LibreCat-ID: 58224
Kenneweg, Philip, Tristan Kenneweg, Fabian Fumagalli, and Barbara Hammer. “No Learning Rates Needed: Introducing SALSA - Stable Armijo Line Search Adaptation.” In 2024 International Joint Conference on Neural Networks (IJCNN), 1–8, 2024. https://doi.org/10.1109/IJCNN60899.2024.10650124.
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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.
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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.
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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
2023 | Journal Article | LibreCat-ID: 49516
Groß, André, Christian Schütze, Mara Brandt, Britta Wrede, and Birte Richter. “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot Interaction Research.” Frontiers in Robotics and AI 10 (2023). https://doi.org/10.3389/frobt.2023.1245501.
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2023 | Journal Article | LibreCat-ID: 51743
Schulz, Christian. “From Mental Models to Algorithmic Imaginaries to Co-Constructive Mental Models.” Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023): 65–75. http://dx.doi.org/10.25819/ubsi/10428.
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2023 | Journal Article | LibreCat-ID: 51744
Schulz, Christian, and Jens Schröter. “Tech/Imaginations – Introduction.” Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften 2 (2023): 7–14. http://dx.doi.org/10.25819/ubsi/10428.
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2023 | Special Issue | LibreCat-ID: 51741
Schulz, Christian, Jens Schröter, and Christoph Ernst, eds. Tech/Imaginations. Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften . Vol. 2. Universi Verlag , 2023. http://dx.doi.org/10.25819/ubsi/10428.
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