Grundlagen der Systemischen KI

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1. Florian Peter Busch; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami

   Elucidating linear programs by neural encodings

   In: Georgios Leontidis (Hrsg.). Frontiers in Artificial Intelligence, Vol. 8, Pages 1-14, Frontiers Media SA, 6/2025.

2. Nika Strem; Devendra Singh Dhami; Benedikt Schmidt; Kristian Kersting

   Multimodal transformer for early alarm prediction

   In: Engineering Applications of Artificial Intelligence, Vol. 139, Part B, Pages 1-11, Elsevier, 1/2025.

3. Niharika Hegde; Shishir Muralidhara; René Schuster; Didier Stricker

   Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation

   In: IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 4, Tucson, AZ, USA, IEEE, 2025.

4. Felix Friedrich; Manuel Brack; Lukas Struppek; Dominik Hintersdorf; Patrick Schramowski; Sasha Luccioni; Kristian Kersting

   Auditing and instructing text-to-image generation models on fairness

   In: AI and Ethics, Vol. 5, No. 3, Pages 2103-2123, Springer, 2025.

5. Nika Strem; Devendra Singh Dhami; Benedikt Schmidt; Benjamin Klöpper; Kristian Kersting

   APT: Alarm Prediction Transformer

   In: Expert Systems with Applications (ESWA), Vol. 261, Pages 1-13, Elsevier, 2025.

6. Viktor Pfanschilling; Hikaru Shindo; Devendra Singh Dhami; Kristian Kersting

   NeST: The neuro-symbolic transpiler

   In: International Journal of Approximate Reasoning (IJAR), Vol. 179, Pages 1-22, Sciencedirect.com, 2025.

7. Florian Peter Busch; Moritz Willig; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami

   Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation

   In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-32, Elsevier, 2025.

8. Felix Divo; Eric Endress; Kevin Endler; Kristian Kersting; Devendra Singh Dhami

   Forecasting Company Fundamentals

   In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-26, Journal of Machine Learning Research, 2025.

9. Sriraam Natarajan; Saurabh Mathur; Sahil Sidheekh; Wolfgang Stammer; Kristian Kersting

   Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?

   In: Toby Walsh; Julie Shah; Zico Kolter (Hrsg.). AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA. AAAI Conference on Artificial Intelligence (AAAI), Pages 28594-28600, AAAI Press, 2025.

10. Felix Friedrich; Katharina Hämmerl; Patrick Schramowski; Manuel Brack; Jindrich Libovický; Alexander Fraser; Kristian Kersting

    Multilingual Text-to-Image Generation Magnifies Gender Stereotypes

    In: Wanxiang Che; Joyce Nabende; Ekaterina Shutova; Mohammad Taher Pilehvar (Hrsg.). Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. Annual Meeting of the Association for Computational Linguistics (ACL), Pages 19656-19679, Association for Computational Linguistics, 2025.

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