Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
33 Publications
2026 | Book Chapter | LibreCat-ID: 65061 | 
@inbook{Rohlfing_Alpsancar_Schulte_2026, place={Singapore}, title={Responsibilities in sXAI}, DOI={10.1007/978-981-96-5290-7_9}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Rohlfing, Katharina J. and Alpsancar, Suzana and Schulte, Carsten}, year={2026}, pages={157–177} }
LibreCat
| DOI
| Download (ext.)
2026 | Book Chapter | LibreCat-ID: 65064 |
@inbook{Alpsancar_Klenk_2026, place={Singapore}, title={The Risk of Manipulation and Deception in sXAI}, DOI={10.1007/978-981-96-5290-7_30}, booktitle={Social Explainable AI}, publisher={Springer Nature Singapore}, author={Alpsancar, Suzana and Klenk, Michael}, year={2026}, pages={583–616} }
LibreCat
| DOI
| Download (ext.)
2026 | Book (Editor) | LibreCat-ID: 65065 |
@book{Rohlfing_Främling_Lim_Alpsancar_Thommes_2026, place={Singapore}, title={Social Explainable AI}, DOI={10.1007/978-981-96-5290-7_1}, publisher={Springer Nature Singapore}, year={2026} }
LibreCat
| DOI
| Download (ext.)
2026 | Conference Paper | LibreCat-ID: 63031
@inproceedings{Menne_Schulz, series={Communications in Computer and Information Science (CCIS)}, title={Social Context in Human-AI Interaction (HAI): Towards a Theoretical Framework Based on Multi-Perspectival Imaginaries}, booktitle={HCI International 2026 Posters: 28th International Conference on Human-Computer Interaction, HCI 2026, Montreal, Canada, July 26-31, 2026, Proceedings}, publisher={Springer International Publishing}, author={Menne, Anna Lena and Schulz, Christian}, editor={Stephanidis, Constantine and Antona, Margherita and Ntoa, Stavroula and Salvendy, Gavriel}, collection={Communications in Computer and Information Science (CCIS)} }
LibreCat
2026 | Journal Article | LibreCat-ID: 64789
@article{Beer_Schulz, title={AI has never been “inherently interpretable”: On a paradoxical origin of eXplainable AI (XAI)}, journal={RESET Journal (Recherches sciences sociale sur internet) Special Issue: Towards New Social and Historical Studies of Artificial Intelligence}, publisher={Open Edition Journals}, author={Beer, Fabian and Schulz, Christian} }
LibreCat
2026 | Book Chapter | LibreCat-ID: 55598
@inbook{Schulz, place={Stuttgart}, edition={1}, title={Feeds. Ein zentrales Strukturprinzip sozialer Medien}, booktitle={Handbuch Social Media: Geschichte – Kultur – Ästhetik}, publisher={Metzler Verlag}, author={Schulz, Christian}, editor={Dörre, Robert and Tuschling, Anna } }
LibreCat
2025 | Journal Article | LibreCat-ID: 54667
@article{Schulz_2025, title={On “Super Likes” and Algorithmic (In)Visibilities: Frictions Between Social and Economic Logics in the Context of Social Media Platforms}, volume={2/2023}, DOI={https://doi.org/10.14361/dcs-2023-0204}, journal={Digital Culture & Society }, author={Schulz, Christian}, year={2025}, pages={45–68} }
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 61229
@inproceedings{Muschalik_Fumagalli_Frazzetto_Strotherm_Hermes_Sperduti_Hüllermeier_Hammer_2025, title={Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks}, booktitle={The Thirteenth International Conference on Learning Representations (ICLR)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Frazzetto, Paolo and Strotherm, Janine and Hermes, Luca and Sperduti, Alessandro and Hüllermeier, Eyke and Hammer, Barbara}, year={2025} }
LibreCat
2025 | Conference Paper | LibreCat-ID: 61232
@inproceedings{Visser_Fumagalli_Hüllermeier_Hammer_2025, title={Explaining Outliers using Isolation Forest and Shapley Interactions}, booktitle={Proceedings of the European Symposium on Artificial Neural Networks (ESANN)}, author={Visser, Roel and Fumagalli, Fabian and Hüllermeier, Eyke and Hammer, Barbara}, year={2025} }
LibreCat
2025 | Conference Paper | LibreCat-ID: 61231
@inproceedings{Fumagalli_Muschalik_Hüllermeier_Hammer_Herbinger_2025, series={Proceedings of Machine Learning Research}, title={Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory}, volume={258}, booktitle={Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS)}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Hüllermeier, Eyke and Hammer, Barbara and Herbinger, Julia}, year={2025}, pages={5140–5148}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Book Chapter | LibreCat-ID: 51745
@inbook{Schulz_2024, place={Bielefeld}, edition={1}, title={Vernakulärer Code oder die Geister, die der Algorithmus rief - digitale Schriftlichkeit im Kontext von sozialen Medienplattformen}, DOI={https://doi.org/10.1515/9783839468135-009}, booktitle={Digitale Schriftlichkeit – Progammieren, Prozessieren und Codieren von Schrift}, publisher={transcript }, author={Schulz, Christian}, editor={Bartelmus, Martin and Nebrig, Alexander}, year={2024} }
LibreCat
| DOI
2024 | Book Chapter | LibreCat-ID: 51746
@inbook{Schulz_2024, place={Berlin }, edition={1}, title={Vom foto-sozialen Graph zum Story-Format: Über die Institutionalisierung sozialmedialer Infrastruktur aus dem Geiste der Fotografie}, DOI={doi.org/10.5771/9783496030980}, booktitle={Die Fotografie und ihre Institutionen. Von der Lehrsammlung zum Bundesinstitut }, publisher={Reimer Verlag}, author={Schulz, Christian}, editor={Schürmann, Anja and Yacavone, Kathrin }, year={2024} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 57250
@inproceedings{Schütze_Richter_Lammert_Thommes_Wrede_2024, title={Static Socio-demographic and Individual Factors for Generating Explanations in XAI: Can they serve as a prior in DSS for adaptation of explanation strategies?}, DOI={10.1145/3687272.3688300}, booktitle={HAI ’24: Proceedings of the 12th International Conference on Human-Agent Interaction}, publisher={ACM}, author={Schütze, Christian and Richter, Birte and Lammert, Olesja and Thommes, Kirsten and Wrede, Britta}, year={2024}, pages={141–149} }
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58708
@article{Fisher_Rohlfing_Donnellan_Grimminger_Gu_Vigliocco_2024, title={ Explain with, rather than explain to: How explainees shape their own learning}, volume={25}, DOI={doi.org/10.1075/is.23019.fis}, number={2}, journal={Interaction Studies}, publisher={John Benjamins}, author={Fisher, Josephine Beryl and Rohlfing, Katharina J. and Donnellan, Ed and Grimminger, Angela and Gu, Yan and Vigliocco, Gabriella}, year={2024}, pages={244–255} }
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 58224
@inproceedings{Kenneweg_Kenneweg_Fumagalli_Hammer_2024, title={No learning rates needed: Introducing SALSA - Stable Armijo Line Search Adaptation}, DOI={10.1109/IJCNN60899.2024.10650124}, booktitle={2024 International Joint Conference on Neural Networks (IJCNN)}, author={Kenneweg, Philip and Kenneweg, Tristan and Fumagalli, Fabian and Hammer, Barbara}, year={2024}, pages={1–8} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 53073
@inproceedings{Muschalik_Fumagalli_Hammer_Huellermeier_2024, title={Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles}, volume={38}, DOI={10.1609/aaai.v38i13.29352}, number={13}, booktitle={Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)}, author={Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={14388–14396} }
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55311
@inproceedings{Kolpaczki_Muschalik_Fumagalli_Hammer_Huellermeier_2024, series={Proceedings of Machine Learning Research}, title={SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification}, volume={238}, booktitle={Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS)}, publisher={PMLR}, author={Kolpaczki, Patrick and Muschalik, Maximilian and Fumagalli, Fabian and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={3520–3528}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 58223
@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2024, series={Proceedings of Machine Learning Research}, title={KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions}, volume={235}, booktitle={Proceedings of the 41st International Conference on Machine Learning (ICML)}, publisher={PMLR}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2024}, pages={14308–14342}, collection={Proceedings of Machine Learning Research} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61228
@inproceedings{Muschalik_Baniecki_Fumagalli_Kolpaczki_Hammer_Huellermeier_2024, title={shapiq: Shapley interactions for machine learning}, volume={37}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, author={Muschalik, Maximilian and Baniecki, Hubert and Fumagalli, Fabian and Kolpaczki, Patrick and Hammer, Barbara and Huellermeier, Eyke}, year={2024}, pages={130324–130357} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 61230
@inproceedings{Kolpaczki_Bengs_Muschalik_Hüllermeier_2024, title={Approximating the shapley value without marginal contributions}, volume={38}, number={12}, booktitle={Proceedings of the AAAI conference on Artificial Intelligence (AAAI)}, author={Kolpaczki, Patrick and Bengs, Viktor and Muschalik, Maximilian and Hüllermeier, Eyke}, year={2024}, pages={13246–13255} }
LibreCat