Publications

Schmude T , Koesten L , Möller T , Tschiatschek S. Information that matters: Exploring information needs of people affected by algorithmic decisions. International Journal of Human-Computer Studies. 2025 Jan;193:103380. Epub 2024 Sept 26. doi: 10.1016/j.ijhcs.2024.103380

Jahn P, Frey CMM, Beer A, Leiber C, Seidl T. Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms. In Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024.. Vol. 14947. Springer Cham. 2024. p. 3-21. (Lecture Notes in Computer Science).

Gilhuber S, Beer A, Ma Y, Seidl T. FALCUN: A Simple and Efficient Deep Active Learning Strategy. In Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024).. Vol. 14943. Cham: Springer. 2024. p. 421-439. (Lecture Notes in Computer Science).

Bause F , Moustafa S, Langguth J, Gansterer W , Kriege NM. On the Two Sides of Redundancy in Graph Neural Networks. In Bifet A, Davis J, Krilavičius T, Kull M, Ntoutsi E, Žliobaitė I, editors, Machine Learning and Knowledge Discovery in Databases. Research Track. ECML PKDD 2024. Vol. 14946. Springer Cham. 2024. p. 371-388. (Lecture Notes in Computer Science, Vol. 14946). Epub 2024 Aug 22. doi: 10.1007/978-3-031-70365-2_22

Eder M, Xu J, Grosse-Wentrup M. Benchmarking brain–computer interface algorithms: Riemannian approaches vs convolutional neural networks. Journal of Neural Engineering. 2024 Aug 21;21(4):044002. doi: 10.1088/1741-2552/ad6793

Meunier A, Žák MR, Munz L, Garkot S, Eder M, Xu J et al. A Conversational Brain-Artificial Intelligence Interface. arXiv.org. 2024 Feb 22, p. 1. doi: 10.48550/arXiv.2402.15011

Scherbela M, Gerard L, Grohs P. Towards a transferable fermionic neural wavefunction for molecules. Nature Communications. 2024 Jan 2;15(1):120. Epub 2024 Jan 2. doi: 10.1038/s41467-023-44216-9

Beer A, Palotás O, Maldonado A, Draganov A, Assent I. DROPP: Structure-Aware PCA for Ordered Data: A General Method and its Applications in Climate Research and Molecular Dynamics. In 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024. IEEE. 2024. p. 1143-1156

Paar E, Schmude T , Cinar C. Spotlight Erklärbare KI: Eine Besprechung ausgewählter Use Cases aus rechtlicher und technologischer Perspektive. Juridikum. Zeitschrift für Kritik, Recht, Gesellschaft. 2024;244.

Klein T, Weinberger S, Singla A, Tschiatschek S. Active Third-Person Imitation. arXiv.org. 2023 Dec 27.

Leeb H , Steinberger L. Statistical inference with F-statistics when fitting simple models to high-dimensional data. Econometric Theory. 2023 Dec 27;39(6):1249-1272. Epub 2021 Sept 27. doi: 10.1017/S026646662100044X

Lüer F, Weber T, Dolgich M, Böhm C. Adversarial Anomaly Detection using Gaussian Priors and Nonlinear Anomaly Scores. In IEEE International Conference on Data Mining (2023). 2023

Miret Roig N , Alves J, Barrado D, Burkert A, Ratzenböck S, Konietzka R. Insights into star formation and dispersal from the synchronization of stellar clocks. Nature Astronomy. 2023 Nov 23.

Fröhlich GEA, Gansterer M, Dörner KF. Safe and secure vehicle routing: a survey on minimization of risk exposure. International Transactions in Operational Research. 2023 Nov;30(6):3087-3121. Epub 2022 Mar 1. doi: 10.1111/itor.13130

Feierl L, Möller T, Luidolt P. SunScreen: Visual Fault Detection for Solar-Thermal Systems. IEEE Computer Graphics & Application . 2023 Nov;43(6):87-100. doi: 10.1109/MCG.2023.3308962

Posch L , Miret-Roig N , Alves J , Ratzenböck S, Großschedl J, Meingast S et al. The Corona Australis star formation complex is accelerating away from the Galactic plane. Astronomy & Astrophysics. 2023 Nov;679:L10. doi: 10.1051/0004-6361/202347186

Grosse-Wentrup M , Kumar A, Meunier A, Zimmer M. Neuro-Cognitive Multilevel Causal Modeling: A Framework that Bridges the Explanatory Gap between Neuronal Activity and Cognition. bioRxiv. 2023 Oct 27, p. 1. doi: 10.1101/2023.10.27.564404

Bomze I , Gabl M. Optimization under uncertainty and risk: Quadratic and copositive approaches. European Journal of Operational Research. 2023 Oct 16;310(2):449-476. Epub 2022 Nov 30. doi: 10.1016/j.ejor.2022.11.020

Nguyen MH, Tschiatschek S, Singla A. Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming from One-Shot Observation. arXiv.org. 2023 Oct 15.

Fröhlich GEA, Gansterer M, Dörner KF. A rolling horizon framework for the time-dependent multi-visit dynamic safe street snow plowing problem. Networks. 2023 Oct 6;83(2):236-255. Epub 2023 Oct 6. doi: 10.1002/net.22189