Publications

Our research projects have resulted in many publications:


Molnar, C., König, G., Herbinger, J., Freiesleben, T., Dandl, S., Scholbeck, C. A., Casalicchio, G., Grosse-Wentrup, M., & Bischl, B. (2022). General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. In A. Holzinger, R. Goebel, R. Fong, T. Moon, K.-R. Müller, & W. Samek (Eds.), xxAI - Beyond Explainable AI: International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers (1 ed., pp. 39-68). Springer. https://doi.org/10.1007/978-3-031-04083-2_4

Huggins, J. E., Krusienski, D., Vansteensel, M. J., Valeriani, D., Thelen, A., Stavisky, S., Norton, J. J. S., Nijholt, A., Müller-Putz, G., Kosmyna, N., Korczowski, L., Kapeller, C., Herff, C., Halder, S., Guger, C., Grosse-Wentrup, M., Gaunt, R., Dusang, A. N., Clisson, P., ... Aarnoutse, E. (2022). Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier. Brain-Computer Interfaces, 9(2), 69-101. https://doi.org/10.1080/2326263X.2021.2009654

Pelowski, M., & Leder, H. (2022). But, What Actually Happens When We Engage with “Art”? In A. Chatterjee, & E. Cardilo (Eds.), Brain, beauty, and art: essays bringing neuroaesthetics into focus (pp. 13–C3.P17). Oxford University Press. https://doi.org/10.1093/oso/9780197513620.003.0003

Fian, L., White, M., Thaler, T., & Arnberger, A. (2022). Inequalities in nature access and use for recreation are not universal: The case of Austria.. APA Division 34’s Online Conference .

Wei, X., Faisal, A. A., Grosse-Wentrup, M., Gramfort, A., Chevallier, S., Jayaram, V., Jeunet, C., Bakas, S., Ludwig, S., Barmpas, K., Bahri, M., Panagakis, Y., Laskaris, N., Adamos, D. A., Zafeiriou, S., Duong, W. C., Gordon, S. M., Lawhern, V. J., Śliwowski, M., ... Tempczyk, P. (2022). 2021 BEETL competition: Advancing transfer learning for subject independence heterogenous EEG data sets. Proceedings of Machine Learning Research (PMLR), 176, 205-219. https://doi.org/10.48550/arXiv.2202.12950