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Publications

Displaying results 1431 to 1440 of 14556.

  1. David Steinmann; Wolfgang Stammer; Felix Friedrich; Kristian Kersting

    Learning to Intervene on Concept Bottlenecks

    In: Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024. International Conference on Machine Learning (ICML), OpenReview.net, 2024.

  2. Michael Poli; Armin W. Thomas; Eric Nguyen; Pragaash Ponnusamy; Björn Deiseroth; Kristian Kersting; Taiji Suzuki; Brian L. Hie; Stefano Ermon; Christopher Ré; Ce Zhang; Stefano Massaroli

    Mechanistic Design and Scaling of Hybrid Architectures

    In: Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024. International Conference on Machine Learning (ICML), OpenReview.net, 2024.

  3. Jonas Seng; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG

    In: The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024. International Conference on Learning Representations (ICLR), OpenReview.net, 2024.

  4. Björn Deiseroth; Manuel Brack; Patrick Schramowski; Kristian Kersting; Samuel Weinbach

    T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings

    In: Yaser Al-Onaizan; Mohit Bansal; Yun-Nung Chen (Hrsg.). Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024. Conference on Empirical Methods in Natural Language Processing (EMNLP), Pages 21829-21851, Association for Computational Linguistics, 2024.

  5. Johannes Czech; Jannis Blüml; Kristian Kersting; Hedinn Steingrimsson

    Representation Matters for Mastering Chess: Improved Feature Representation in AlphaZero Outperforms Switching to Transformers

    In: Ulle Endriss; Francisco S. Melo; Kerstin Bach; Alberto José Bugarín Diz; Jose Maria Alonso-Moral; Senén Barro; Fredrik Heintz (Hrsg.). ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024). AAAI Conference on Artificial Intelligence (AAAI), Pages 2378-2385, Frontiers in Artificial Intelligence and Applications, Vol. 392, IOS Press, 2024.

  6. Hasan Md Tusfiqur Alam; Tim Maurer; Abdulrahman Mohamed Selim; Matthias Eiletz; Michael Barz; Daniel Sonntag

    Asynchronous federated learning for web-based OCT image analysis

    In: Journal of Medical Imaging (JMI), Vol. 13, No. 1, Pages 014501-014501, Society of Photo-Optical Instrumentation Engineers, 1/2026.

  7. Xinghao Wang; Yan Huang; Ling Wang; Rui Zhao; Yu Zhang; Xinyu Huang; Marcin Grzegorzek; Han Lv; Pengfei Zhao; Zhenghan Yang; Zhenchang Wang; Qian Chen

    Investigating the Causative Effects of Tinnitus of Different Severity and Stages on the White Matter Microstructural Integrity

    In: Yoland Smith (Hrsg.). European Journal of Neuroscience (EJN), Vol. 61, Pages e70165-e70165, Wiley, 6/2025.

  8. Michal Krkecichwost; Pawel Badura; Artur Piet; Md Abid Hasan; Natalia Mocko; Zuzanna Miodonska; Agata Sage; Marcin Grzegorzek

    Automated Segmentation of Polish Sibilants Using Modified YAMNet Architecture for Computer-Aided Speech Diagnosis in Children

    In: Pawel Badura; Joanna Czajkowska; Arkadiusz Gertych; Jacek Kawa; Ewa Piketka; Wojciech Wieclawek (Hrsg.). Information Technology in Biomedicine - 10th International Conference, Proceedings. International Conference on Information Technologies in Biomedicine (ITIB-2025), June 23-25, Zabrze, Poland, Pages 144-154, Advances in Intelligent Systems and Computing (AISC), Vol. 1464, ISBN 978-3-031-95582-2, Springer Nature Switzerland, Cham, 2025.

  9. Shakib Yazdani; Cristina España-Bonet; Eleftherios Avramidis; Yasser Hamidullah; Josef van Genabith

    A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks

    In: Proceedings of The Second Workshop on Language Models for Low-Resource Languages. Workshop on Language Models for Low-Resource Languages (LoResLM-2026), located at 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026), March 28-29, Rabat, Morocco, Association for Computational Linguistics, 3/2026.

  10. Ahmed Hendawy; Henrik Metternich; Théo Vincent; Mahdi Kallel; Jan Peters; Carlo D'Eramo

    Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning

    In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

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