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Publications

Displaying results 271 to 280 of 14608.

  1. Christiane Plociennik; Ponnapat Watjanatepin; Karel Van Acker; Martin Ruskowski

    Life Cycle Assessment of Artificial Intelligence Applications: Research Gaps and Opportunities

    In: Procedia CIRP, Vol. 135, Pages 924-929, Elsevier B.V. 7/2025.

  2. Maaike de Boer; Quirine Smit; Michael van Bekkum; André Meyer-Vitali; Thomas Schmidt

    Design Patterns for Large Language Model Based Neuro-Symbolic Systems

    In: Neurosymbolic Artificial Intelligence, Vol. 1, Pages 1-20, IOS Press, 9/2025.

  3. Christopher Lohse; Jonas Wahl

    Sortability of Time Series Data

    In: Adam Arany (Hrsg.). Transactions on Machine Learning Research (TMLR), 7/2025.

  4. Malte Luttermann; Ralf Möller; Marcel Gehrke

    Lifted Model Construction Without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs

    In: Guy Wolf; Smita Krishnaswamy (Hrsg.). Proceedings of the Third Learning on Graphs Conference (LoG-2024). Learning on Graphs Conference (LoG-2024), November 26-29, Virtual, Pages 46:1-46:17, Vol. 269, PMLR, 7/2025.

  5. Tjitze Rienstra; Matthias Thimm; Kristian Kersting; Xiaoting Shao

    Independence and D-separation in Abstract Argumentation

    In: Diego Calvanese; Esra Erdem; Michael Thielscher (Hrsg.). Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning. International Conference on Principles of Knowledge Representation and Reasoning (KR-2020), September 12-18, Rhodes, Greece, Pages 713-722, IJCAI Organization, 2020.

  6. Matej Petkovic; Michelangelo Ceci; Kristian Kersting; Saso Dzeroski

    Estimating the Importance of Relational Features by Using Gradient Boosting

    In: Denis Helic; Gerhard Leitner; Martin Stettinger; Alexander Felfernig; Zbigniew W. Ras (Hrsg.). Foundations of Intelligent Systems - 25th International Symposium, ISMIS 2020, Proceedings. International Symposium on Methodologies for Intelligent Systems (ISMIS-2020), September 23-25, Graz, Austria, Pages 362-371, Lecture Notes in Computer Science (LNCS), Vol. 12117, Springer, 2020.

  7. Robert Peharz; Steven Lang; Antonio Vergari; Karl Stelzner; Alejandro Molina; Martin Trapp; Guy Van den Broeck; Kristian Kersting; Zoubin Ghahramani

    Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits

    In: Proceedings of the 37th International Conference on Machine Learning. International Conference on Machine Learning (ICML-2020), July 13-18, Pages 7563-7574, Proceedings of Machine Learning Research, Vol. 119, PMLR, 2020.

  8. Cigdem Turan; Patrick Schramowski; Constantin A. Rothkopf; Kristian Kersting

    Alfie: An Interactive Robot with Moral Compass

    In: Khiet P. Truong; Dirk Heylen; Mary Czerwinski; Nadia Berthouze; Mohamed Chetouani; Mikio Nakano (Hrsg.). ICMI '20: International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2020), October 25-29, Pages 758-759, ACM, 2020.

  9. Jannik Kossen; Karl Stelzner; Marcel Hussing; Claas Voelcker; Kristian Kersting

    Structured Object-Aware Physics Prediction for Video Modeling and Planning

    In: 8th International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2020), April 26-30, Addis Ababa, Ethiopia, OpenReview.net, 2020.

  10. Alejandro Molina; Patrick Schramowski; Kristian Kersting

    Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks

    In: 8th International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2020), April 26-30, Addis Ababa, Ethiopia, OpenReview.net, 2020.

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