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Publications

Displaying results 161 to 170 of 14387.

  1. Nicholas Tagliapietra; Juergen Luettin; Lavdim Halilaj; Moritz Willig; Tim Pychynski; Kristian Kersting

    CausalMan: A physics-based simulator for large-scale causality

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.12707, Pages 1-32, Computing Research Repository, 2025.

  2. Rupert Mitchell; Antonio Alliegro; Raffaello Camoriano; Dustin Carrión-Ojeda; Antonio Carta; Georgia Chalvatzaki; Nikhil Churamani; Carlo D'Eramo; Samin Hamidi; Robin Hesse; Fabian Hinder; Roshni Kamath; Vincenzo Lomonaco; Subarnaduti Paul; Francesca Pistilli; Tinne Tuytelaars; Gido M. van de Ven; Kristian Kersting; Simone Schaub-Meyer; Martin Mundt

    Continual Learning Should Move Beyond Incremental Classification

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.11927, Pages 1-11, Computing Research Repository, 2025.

  3. Harsh Poonia; Felix Divo; Kristian Kersting; Devendra Singh Dhami

    Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.09981, Pages 1-24, Computing Research Repository, 2025.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

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