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Publikationen

Zeige Ergebnisse 551 bis 560 von 15069.

  1. Carlos E. Luis; Alessandro G. Bottero; Julia Vinogradska; Felix Berkenkamp; Jan Peters

    Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-31, arXiv, 2025.

  2. An Thai Le; Khai Nguyen; Minh Nhat Vu; Joao Carvalho; Jan Peters

    Model Tensor Planning

    In: Transactions on Machine Learning Research (TMLR), Vol. 2025, Pages 1-24, arXiv, 2025.

  3. Alexander Schultheis; Yannis Bertrand; Joscha Grüger; Lukas Malburg; Ralph Bergmann; Estefanía Serral Asensio

    Case-based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues

    In: Amiya Nayak (Hrsg.). IoT, Vol. 6, No. 4, MDPI, 10/2025.

  4. Jan Speller; Malte Luttermann; Marcel Gehrke; Tanya Braun

    Towards Explainability of Approximate Lifted Model Construction: A Geometric Perspective

    In: Sylvia Melzer; Hagen Peukert; Stefan Thiemann; Magnus Bender; Özgür L. Özçep; Nele Russwinkel; Kai Sauerwald; Diedrich Wolter (Hrsg.). Proceedings of the Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning co-located with 48th German Conference on Artificial Intelligence. Joint Workshop on Humanities-Centred Artificial Intelligence and Formal & Cognitive Reasoning (CHAI and FCR-2025), located at 48th German Conference on Artificial Intelligence (KI-2025), September 16-19, Potsdam, Germany, Pages 41-56, Vol. 4058, CEUR, 10/2025.

  5. Fei Chen; Sunita Saha; Manuela Schuler; Philipp Slusallek; Tim Dahmen

    im2im: Automatically Converting In-Memory Image Representations using a Knowledge Graph Approach

    In: Proceedings of the ACM on Programming Languages. International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA-2025), October 12-18, Singapore, Pages 248-273, Vol. 9, No. OOPSLA2, Association for Computing Machinery, New York, NY, USA, 10/2025.

  6. 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.

  7. 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.

  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. Hossam Khalil; Omar Fahmi Jubran; Laís Muntini; Achim Wagner; Thomas Lachmann

    Comparing AR Interaction Techniques and User Interfaces for Worker Guidance Systems for Industrial Applications

    In: Proceedings of the 36th Annual Conference of the European Association of Cognitive Ergonomics. European Conference on Cognitive Ergonomics (ECCE-2025), New York, NY, USA, ECCE '25, ISBN 9798400720338, Association for Computing Machinery, 10/2025.

  10. 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.

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