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  1. Khang Nguyen; An T. Le; Jan Peters; Minh Nhat Vu

    DoublyAware: Dual Planning and Policy Awareness for Temporal Difference Learning in Humanoid Locomotion

    In: IEEE Robotics and Automation Letters (RA-L), Vol. 11, No. 2, Pages 2162-2169, ArXiv, 2026.

  2. Timo Eckmann; Carsten Binnig

    A Vision for Autonomous Data Agent Collaboration: From Query-by-Integration to Query-by-Collaboration

    In: 16th Conference on Innovative Data Systems Research, CIDR 2026, Chaminade, CA, USA, January 18-21, 2026. Conference on Innovative Data Systems Research (CIDR), Pages 1-7, www.cidrdb.org, 2026.

  3. Hannes Kath; Thiago Gouvea; Daniel Sonntag

    The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric

    In: Transactions on Machine Learning Research (TMLR), Pages 1-22, 2/2026.

  4. Supreeth Mysore Venkatesh; Antonio Macaluso; Diego Arenas; Matthias Klusch; Andreas Dengel

    Iterative Quantum-Assisted Least Squares Optimization with Convergence Guarantees

    In: Journal of Computational Science (JOCS), Vol. xx, Pages 1-33, Elsevier, 2026.

  5. Till Ruppert; Florian Langenstein; Dennis Salzmann; Florian Herrmann; Christoph Fischer; Michael Gundall; Hans Dieter Schotten (Hrsg.)

    TraPos: A Transformer-Based Localization Framework for Next-Generation Mobile Networks

    IEEE International Conference on Communications (ICC-2026), IEEE, 2026.

  6. Shishir Muralidhara; Didier Stricker; René Schuster

    SAILS: Segment Anything with Incrementally Learned Semantics for Task-Invariant and Training-Free Continual Learning

    In: IEEE Conference on Artificial Intelligence. IEEE Conference on Artificial Intelligence (CAI-2026), May 8-10, Granada, Spain, IEEE, 2026.

  7. Veronika Kurchyna; Jan Ole Berndt; Ingo Timm

    Choosing Theories Matters: How Different Learning Theories Impact Simulation Results Using Equine Stereotypies as Example

    In: Social Simulation Conference 2025. Social Simulation Conference (SSC-2025), August 24-29, Delft, Netherlands, Springer, 2026.

  8. Dayananda Herurkar; Ahmed Anwar; Sebastian Palacio; Jörn Hees; Andreas Dengel

    Fin-Fed-OD: Enhancing Outlier Detection Using Federated Learning on Financial Tabular Data

    In: International Conference on Federated Learning Technologies and Applications (FLTA). International Conference on Federated Learning Technologies and Applications (FLTA-2025), located at FLTA25, October 14-17, Dubrovnik, Croatia, Pages 40-47, DFKI Research Reports (RR), ISBN 979-8-3315-5670-9, IEEE, 1/2026.

  9. Samuel Hill

    Adaptive Trust Infrastructures for AI: From an AI ClinicalTrials.gov framework to a Human-AI Workforce

    In: Mark Nitzberg; Stuart Russell; Atoosa Kasirzadeh; Jime Fernandez Fisac; Adam Gleave (Hrsg.). Proceedings of the Second Annual Conference of International Association for Safe and Ethical Artificial Intelligence. Annual Conference of The International Association for Safe & Ethical Artificial Intelligence (IASEAI-2026), February 24-26, Paris, France, IASEAI, 2/2026.

  10. Ivan Vykopal; Matú¨ Pikuliak; Simon Ostermann; Marián ¦imko

    Assessing Web Search Credibility and Response Groundedness in Chat Assistants

    In: Accepted at 19th Conference of the European Chapter of the Association for Computational Linguistics (Main). Conference of the European Chapter of the Association for Computational Linguistics (EACL), arXiv, 2026.

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