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Publications

Displaying results 191 to 200 of 14838.

  1. Can Cömer; Jannis Blüml; Cedric Derstroff; Kristian Kersting

    Polynomial Regret Concentration of UCB for Non-Deterministic State Transitions

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.06900, Pages 1-10, Computing Research Repository, 2025.

  2. Martin Mundt; Anaelia Ovalle; Felix Friedrich; Pranav Agrawal; Subarnaduti Paul; Manuel Brack; Kristian Kersting; William Agnew

    The Cake that is Intelligence and Who Gets to Bake it: An AI Analogy and its Implications for Participation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.03038, Pages 1-21, Computing Research Repository, 2025.

  3. Simon Kohaut; Benedict Flade; Daniel Ochs; Devendra Singh Dhami; Julian Eggert; Kristian Kersting

    Probabilistic Mission Design in Neuro-Symbolic Systems

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2501.01439, Pages 1-10, Computing Research Repository, 2025.

  4. Jonas Seng; Florian Peter Busch; Pooja Prasad; Devendra Singh Dhami; Martin Mundt; Kristian Kersting

    Scaling Probabilistic Circuits via Data Partitioning

    In: Silvia Chiappa; Sara Magliacane (Hrsg.). Conference on Uncertainty in Artificial Intelligence, Rio Othon Palace, Rio de Janeiro, Brazil, 21-25 July 2025. International Conference on Uncertainty in AI (UAI), Pages 3701-3717, Proceedings of Machine Learning Research, Vol. 286, PMLR, 2025.

  5. Moritz Willig; Tim Nelson Tobiasch; Florian Peter Busch; Jonas Seng; Devendra Singh Dhami; Kristian Kersting

    Systems with Switching Causal Relations: A Meta-Causal Perspective

    In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025. International Conference on Learning Representations (ICLR), OpenReview.net, 2025.

  6. Sahil Sidheekh; Pranuthi Tenali; Saurabh Mathur; Erik Blasch; Kristian Kersting; Sriraam Natarajan

    Credibility-Aware Multimodal Fusion Using Probabilistic Circuits

    In: Yingzhen Li; Stephan Mandt; Shipra Agrawal; Mohammad Sadil Khan (Hrsg.). International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025. International Conference on Artificial Intelligence and Statistics (AISTATS), Pages 2305-2313, Proceedings of Machine Learning Research, Vol. 258, PMLR, 2025.

  7. Nils Dycke; Matej Zecevic; Ilia Kuznetsov; Beatrix Suess; Kristian Kersting; Iryna Gurevych

    STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond

    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 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), Pages 22687-22727, Association for Computational Linguistics, 2025.

  8. 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.

  9. Simon Kohaut; Nikolas Hohmann; Sebastian Brulin; Benedict Flade; Julian Eggert; Markus Olhofer; Jürgen Adamy; Devendra Singh Dhami; Kristian Kersting

    Hybrid Many-Objective Optimization in Probabilistic Mission Design for Compliant and Effective UAV Routing

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.18514, Pages 1-24, arXiv, 2024.

  10. Simon Kohaut; Benedict Flade; Julian Eggert; Devendra Singh Dhami; Kristian Kersting

    StaR Maps: Unveiling Uncertainty in Geospatial Relations

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2412.18356, Pages 1-8, arXiv, 2024.

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