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22 Publications
2025 | Book Chapter | LibreCat-ID: 55598
Schulz, Christian. “Feeds. Ein zentrales Strukturprinzip sozialer Medien.” Handbuch Social Media: Geschichte – Kultur – Ästhetik, edited by Robert Dörre and Anna Tuschling, 1st ed., Metzler Verlag.
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 , vol. 2/2023, 2025, pp. 45–68, doi:https://doi.org/10.14361/dcs-2023-0204.
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2024 | Journal Article | LibreCat-ID: 53073
Muschalik, Maximilian, et al. “Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, no. 13, Association for the Advancement of Artificial Intelligence (AAAI), 2024, pp. 14388–96, doi: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.” Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift, edited by Martin Bartelmus and Alexander Nebrig, 1st ed., transcript , 2024, doi:https://doi.org/10.1515/9783839468135-009.
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2024 | Conference Paper | LibreCat-ID: 55311
Kolpaczki, Patrick, et al. “SVARM-IQ: Efficient Approximation of Any-Order Shapley Interactions through Stratification.” Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, edited by Sanjoy Dasgupta et al., vol. 238, PMLR, 2024, pp. 3520–3528.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
Fumagalli, Fabian, et al. “KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions.” Proceedings of the 41st International Conference on Machine Learning, edited by Ruslan Salakhutdinov et al., vol. 235, PMLR, 2024, pp. 14308–14342.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57250
Schütze, Christian, et al. “Static Socio-Demographic and Individual Factors for Generating Explanations in XAI: Can They Serve as a Prior in DSS for Adaptation of Explanation Strategies?” HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction, ACM, 2024, pp. 141–49, doi: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.” Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut , edited by Anja Schürmann and Kathrin Yacavone, 1st ed., Reimer Verlag, doi:doi.org/10.5771/9783496030980.
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2024 | Journal Article | LibreCat-ID: 58708
Fisher, Josephine Beryl, et al. “ Explain with, Rather than Explain to How Explainees Shape Their Own Learning.” Interaction Studies, vol. 25, no. 2, John Benjamins, 2024, pp. 244–55, doi: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, vol. 36, no. 4, 71, Springer Science and Business Media LLC, 2023, doi:10.1007/s13347-023-00669-w.
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2023 | Journal Article | LibreCat-ID: 49516
Groß, André, et al. “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot Interaction Research.” Frontiers in Robotics and AI, vol. 10, Frontiers Media SA, 2023, doi: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 , vol. 2, Universi Verlag , 2023, pp. 65–75, doi:http://dx.doi.org/10.25819/ubsi/10428.
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| DOI
2023 | Journal Article | LibreCat-ID: 51744
Schulz, Christian, and Jens Schröter. “Tech/Imaginations – Introduction.” Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften , vol. 2, Universi Verlag , 2023, pp. 7–14, doi:http://dx.doi.org/10.25819/ubsi/10428.
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| DOI
2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli, Fabian, et al. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” NeurIPS 2023 - Advances in Neural Information Processing Systems, vol. 36, Curran Associates, Inc., 2023, pp. 11515--11551.
LibreCat
2023 | Special Issue | LibreCat-ID: 51741
Schulz, Christian, et al., editors. “Tech/Imaginations.” Navigationen – Zeitschrift Für Medien- Und Kulturwissenschaften , vol. 2, Universi Verlag , 2023, doi: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.” 4S Conference (Society for the Social Studies of Science), Honolulu/Hawaii, November 9.
LibreCat
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, et al. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning, vol. 112, no. 12, Springer Science and Business Media LLC, 2023, pp. 4863–903, doi:10.1007/s10994-023-06385-y.
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, Maximilian, et al. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-43418-1_26.
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2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, Fabian, et al. “On Feature Removal for Explainability in Dynamic Environments.” ESANN 2023 Proceedings, i6doc.com publ., 2023, doi:10.14428/esann/2023.es2023-148.
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| DOI
2023 | Book Chapter | LibreCat-ID: 48778
Muschalik, Maximilian, et al. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” Communications in Computer and Information Science, Springer Nature Switzerland, 2023, doi:10.1007/978-3-031-44064-9_11.
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