Publications

Ratzenböck S, Obermüller V, Möller T , Alves J , Bomze I. Uncover: Toward Interpretable Models for Detecting New Star Cluster Members. IEEE Transactions on Visualization and Computer Graphics. 2023 Sept 1;29(9):3855-3872. Epub 2022 May 5. doi: 10.1109/TVCG.2022.3172560

Ratzenböck S, Großschedl JE, Möller T , Alves J , Bomze I , Meingast S. Significance mode analysis (SigMA) for hierarchical structures: An application to the Sco-Cen OB association. A&A. 2023 Sept;677:A59. Epub 2023 Sept 6. doi: 10.1051/0004-6361/202243690

Pedroza G, Chen XC, Hernández-Orallo J, Huang X, Theodorou A, Matragkas N et al. The IJCAI-23 joint workshop on artificial intelligence safety and safe reinforcement learning (AISafety-SafeRL2023). CEUR Workshop Proceedings. 2023 Aug 19;3505.

Oettershagen L, Kriege NM, Mutzel P. A Higher-Order Temporal H-Index for Evolving Networks. In Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery (ACM). 2023. p. 1770-1782 . (ACM Conferences, Vol. 2023). doi: 10.1145/3580305.3599242

Nyhan B, Settle J, Thorson E, Wojcieszak M, Barberá P, Chen AY et al. Like-minded sources on Facebook are prevalent but not polarizing. Nature. 2023 Aug 3;620(7972):137-144. doi: 10.1038/s41586-023-06297-w

Jin Y , Koesten L , Möller T. Exploring the Design Space of Three Criteria Decision Making. IEEE Computer Graphics and Applications. 2023 Aug;43(25).

Kumar A, Gilra A, Grosse-Wentrup M. Learning cognitive state representations from neuronal and behavioural data. In Conference on Cognitive Computational Neuroscience 2023. 2023 doi: 10.32470/CCN.2023.1089-0

Kinast A, Braune R, Dörner KF, Rinderle-Ma S. Optimizing the Solution Quality of Metaheuristics Through Process Mining Based on Selected Problems from Operations Research. In Di Francescomarino C, Burattin A, Janiesch C, Sadiq S, editors, Business Process Management Forum - BPM 2023 Forum, Proceedings. Cham: Springer. 2023. p. 232-248. (Lecture Notes in Business Information Processing, Vol. 490). doi: 10.1007/978-3-031-41623-1_14

Guess AM, Malhotra N, Pan J, Barberá P, Allcott H, Brown T et al. How do social media feed algorithms affect attitudes and behavior in an election campaign? Science. 2023 Jul 28;381(6656):398-404. doi: 10.1126/science.abp9364

Guess AM, Malhotra N, Pan J, Barberá P, Allcott H, Brown T et al. Reshares on social media amplify political news but do not detectably affect beliefs or opinions. Science. 2023 Jul 28;381(6656):404-408. doi: 10.1126/science.add8424

Sedlmayer M, Nguyen DK, Bot RI. A fast optimistic method for monotone variational inequalities. In ICML'23: Proceedings of the 40th International Conference on Machine Learning. Vol. 202. PMLR. 2023. p. 30406-30438. 1261

Jordan B, Koesten L , Möller T. Chatting About Data - Interacting with Voice Interfaces to Engage with Election Panel Data. In CUI '23: Proceedings of the 5th International Conference on Conversational User Interfaces. New York: Association for Computing Machinery (ACM). 2023. 34 doi: 10.1145/3571884.3597126

Szabadi A, Doknic A, Netsch J, Pálvögyi ÁM, Steinhauser O , Schröder C. Force field refinement for reproducing experimental infrared spectra of ionic liquids. Physical Chemistry Chemical Physics. 2023 Jul 11;25(29):19882-19890. doi: 10.1039/d3cp00932g

Xu J, Grosse-Wentrup M. PyTES: A Python toolbox for closed-loop transcranial electrical stimulation. SoftwareX. 2023 Jul;23:101403. doi: 10.1016/j.softx.2023.101403

König G, Freiesleben T, Grosse-Wentrup M. Improvement-focused causal recourse (ICR). 2023. Paper presented at The 37th AAAI Conference on Artificial Intelligence, Washington, District of Columbia, United States.

Schmude T , Koesten L , Möller T , Tschiatschek S. On the Impact of Explanations on Understanding of Algorithmic Decision-Making. 2023. Paper presented at ACM FAccT Conference 2023, Chicago, United States. Epub 2023 Feb 16. doi: 10.1145/3593013.3594054

Raggam P, Zrenner C, McDermott EJ, Ziemann U, Grosse-Wentrup M. Predicting high-quality movements in post-stroke motor rehabilitation from EEG. 2023. 10th International BCI Meeting, Brussels, Belgium.

Poletti S, Testolin A, Tschiatschek S. Learning Constraints From Human Stop-Feedback in Reinforcement Learning. In he proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2023). 2023

Lindner D, Chen X, Tschiatschek S, Hofmann K, Krause A. Learning Safety Constraints from Demonstrations with Unknown Rewards. arXiv.org. 2023 May 25. doi: 10.48550/arXiv.2305.16147

Meingast S , Alves J, Bouy H, Petr-Gotzens MG, Fürnkranz V, Großschedl JE et al. VISIONS: The VISTA Star Formation Atlas. I. Survey overview. Astronomy & Astrophysics. 2023 May;673:A58. Epub 2023 May 11. doi: 10.1051/0004-6361/202245771