YearPublication VenueTitleAuthorsProject
2024Proceedings of the 38th AAAI Conference on Artificial IntelligencePeer Learning: Learning Complex Policies from Scratch via Action Recommendations. Derstroff, Cerrato, Bruegger, Kramer
2024Proceedings of the ICML 2024Differentially Private Sum-Product NetworksHeilmann, Cerrato, AlthausTeilprojekt 2 fairness vs privacy
2024KI- Künstliche Intelligenz, Springer VerlagComprehensible Extraction of Knowledge Bases for Learning Agents in GamesApeldoorn, DaanTeilprojekt 6 transparency vs. privacy
2024GMS Med Inform Biom Epidemiol 2024;20:Doc10Transfer von Ergebnissen aus dem Gebiet der KI in Spielen ...Apeldoorn, DaanTeilprojekt 6 transparency vs. privacy
2023Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 37 No. 6Invariant Representations with Stochastically Quantized Neural NetworksCerrato, M., Köppel, M., Esposito, R., Kramer, St.Teilprojekt 1
interpretability vs. fairness
2023Studies in Health Technology and Informatics Buchreihe / Journal (GMDS 2023)Comparison and Incorporation of Reasoning and Learning Approaches for Cancer Therapy Research. Thevapalan, A., Apeldoorn, D., Kern-Isberner, G., Meyer, R. G., Nietzke, M., Panholzer, T.Teilprojekt 6
transparency vs. privacy
2023Isprs - International Journal of Geo-InformationGeospatial XAI: A Review Roussel, C., Böhm, K.Hochschule Mainz, KI-Lab
2023Proceedings of the 2nd European Workshop on Algorithmic Fairness (EWAF 2023)The Case for Correctability in Fair Machine LearningCerrato, M., Vallenas Coronel, A., Köppel, M.Teilprojekt 1 fairness vs. interpretability
2023Proceedings of the 26th International Conference on Discovery Science (DS 2023)Privacy-Preserving Learning of Random Forests without Revealing the TreesBammert, L.M., Kramer S., Cerrato M., Althaus E. Teilprojekt 2 privacy vs. fairness