Data Science and its Applications

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1. Yujing Ke; Kevin George; Kathan Pandya; David Blumenthal; Maximilian Sprang; Gerrit Großmann; Sebastian Vollmer; David Antony Selby

   BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation

   In: Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2026), 35th International Joint Conference on Artificial Intelligence, August 15-21, Bremen, Germany, IJCAI, 8/2026.

2. Sara Farmahini Farahani

   Towards Personalized Cancer Immunotherapy: A Deep Learning Approach for Tumor-Specific T Cell Receptor Discovery

   Mastersthesis, University of Saarland, 2/2026.

3. Mohamed Karim Belaid; Maximilian Rabus; Eyke Hüllermeier

   Uncertainty Quantification in Pairwise Difference Learning for Classification

   In: Machine Learning, Vol. 115, No. 1, Pages 12-12, Springer, 2026.

4. Jan Tauberschmidt; Sophie Fellenz; Sebastian Vollmer; Andrew B. Duncan

   Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems

   In: The Fourteenth International Conference on Learning Representations. International Conference on Learning Representations (ICLR), located at ICLR-2026, April 23-27, Rio de Janeiro, Brazil, ICLR, 2026.

5. Siwei Ju; Jan Tauberschmidt; Oleg Arenz; Peter van Vliet; Jan Peters

   Behavior-Constrained Reinforcement Learning with Receding-Horizon Credit Assignment for High-Performance Control

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2604.03023, Pages 1-15, arXiv, 2026.

6. Sumantrak Mukherjee; Mouad Elhamdi; George Mohler; David Antony Selby; Yao Xie; Sebastian Vollmer; Gerrit Großmann

   Neural Spatiotemporal Point Processes: Trends and Challenges

   In: Transactions on Machine Learning Research (TMLR), Vol. NA, Pages 1-27, JMLR, 11/2025.

7. Gerrit Großmann; Larisa Ivanova; Sai Leela Poduru; Mohaddeseh Tabrizian; Islam Mesabah; David Antony Selby; Sebastian Vollmer

   The Power of Stories: Narrative Priming in Multi-Agent Networked Public Goods Games

   In: Proceedings of the 12th INternational Conference of Networks, Games, Control and Optimization. International Conference of Networks, Games, Control and Optimization (NETGCOOP-2025), October 8-10, Bilbao, Spain, Lecture Notes in Computer Science (LNCS), Springer, 10/2025.

8. Mark Lunt; David Antony Selby; William Dixon

   Describing variability of intensively collected longitudinal ordinal data with latent spline models

   In: Scientific Reports (Sci Rep), Vol. 15, Pages 34151-34151, Springer Nature, 10/2025.

9. Peter Neigel; David Antony Selby; Shota Arai; Benjamin Tag; Niels van Berkel; Sebastian Vollmer; Andrew Vargo; Koichi Kise

   Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables

   In: Proceedings of the Augmented Humans International Conference 2025. Augmented Humans International Conference (AHs-2025), March 16-20, Abu Dhabi, United Arab Emirates, Pages 381-398, AHs '25, ISBN 9798400715662, Association for Computing Machinery, New York, USA, 10/2025.

10. Thomas Mortier; Cas Decancq; Yusuf Sale; Alireza Javanmardi; Willem Waegeman; Eyke Hüllermeier; Diego G. Miralles

    Valid Prediction Intervals for Weather Forecasting with Conformal Prediction

    In: EGU General Assembly 2025. EGU General Assembly (EGU-2025), April 27 - May 2, Vienna, Austria, Pages 17783-17783, Copernicus GmbH, Göttingen, Germany, 4/2025.

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