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22 Publications
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.
LibreCat
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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2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 13 (2024): 14388–96. https://doi.org/10.1609/aaai.v38i13.29352.
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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 | 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, edited by Sanjoy Dasgupta, Stephan Mandt, and Yingzhen Li, 238:3520–3528. Proceedings of Machine Learning Research. PMLR, 2024.
LibreCat
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, edited by Ruslan Salakhutdinov, Zico Kolter, Katherine Heller, Adrian Weller, Nuria Oliver, Jonathan Scarlett, and Felix Berkenkamp, 235:14308–14342. Proceedings of Machine Learning Research. PMLR, 2024.
LibreCat
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 | 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, n.d. https://doi.org/doi.org/10.5771/9783496030980.
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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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2023 | Journal Article | LibreCat-ID: 48603
Reijers, Wessel. “Technology and Civic Virtue.” Philosophy & Technology 36, no. 4 (2023). https://doi.org/10.1007/s13347-023-00669-w.
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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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| DOI
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 | Conference Paper | LibreCat-ID: 52230
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” In NeurIPS 2023 - Advances in Neural Information Processing Systems, 36:11515--11551. Curran Associates, Inc., 2023.
LibreCat
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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2023 | Conference Paper | LibreCat-ID: 51767
Beer, Fabian , and Christian Schulz. “The Return of Black Box Theory in Explainable AI.” In 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9, n.d.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” In Machine Learning and Knowledge Discovery in Databases: Research Track. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43418-1_26.
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2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “On Feature Removal for Explainability in Dynamic Environments.” In ESANN 2023 Proceedings. i6doc.com publ., 2023. https://doi.org/10.14428/esann/2023.es2023-148.
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2023 | Book Chapter | LibreCat-ID: 48778
Muschalik, Maximilian, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, and Eyke Huellermeier. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” In Communications in Computer and Information Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-44064-9_11.
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