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Jahr: 2021
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  1. Lorik Dumani; Manuel Biertz; Alex Witry; Anna-Katharina Ludwig; Mirko Lenz; Stefan Ollinger; Ralph Bergmann; Ralf Schenkel

    The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics

    In: IEEE Proceedings of the 15th International Conference on Semantic Computing (ICSC). IEEE International Conference on Semantic Computing (ICSC-2021), Laguna Hills, CA, USA, Pages 248-255, IEEE, 2021.

  2. Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    Intriguing Parameters of Structural Causal Models

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2105.12697, Pages 0-10, arXiv, 2021.

  3. Aidmar Wainakh; Fabrizio Ventola; Till Müßig; Jens Keim; Carlos Garcia Cordero; Ephraim Zimmer; Tim Grube; Kristian Kersting; Max Mühlhäuser

    User Label Leakage from Gradients in Federated Learning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2105.09369, Pages 0-10, arXiv, 2021.

  4. Karl Stelzner; Kristian Kersting; Adam R. Kosiorek

    Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2104.01148, Pages 0-10, arXiv, 2021.

  5. Patrick Schramowski; Cigdem Turan; Nico Andersen; Constantin A. Rothkopf; Kristian Kersting

    Language Models have a Moral Dimension

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2103.11790, Pages 0-10, arXiv, 2021.

  6. Quentin Delfosse; Patrick Schramowski; Alejandro Molina; Kristian Kersting

    Recurrent Rational Networks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2102.09407, Pages 0-10, arXiv, 2021.

  7. Zhongjie Yu; Mingye Zhu; Martin Trapp; Arseny Skryagin; Kristian Kersting

    Leveraging probabilistic circuits for nonparametric multi-output regression

    In: Cassio P. de Campos; Marloes H. Maathuis; Erik Quaeghebeur (Hrsg.). Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI-2021), July 27-30, Pages 2008-2018, Proceedings of Machine Learning Research, Vol. 161, AUAI Press, 2021.

  8. Matej Zecevic; Devendra Singh Dhami; Athresh Karanam; Sriraam Natarajan; Kristian Kersting

    Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models

    In: Marc'Aurelio Ranzato; Alina Beygelzimer; Yann N. Dauphin; Percy Liang; Jennifer Wortman Vaughan (Hrsg.). Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021. Neural Information Processing Systems (NeurIPS-2021), December 6-14, Pages 15019-15031, Curran Associates, Inc. 2021.

  9. Fabrizio Ventola; Devendra Singh Dhami; Kristian Kersting

    Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits

    In: Nikos Katzouris; Alexander Artikis (Hrsg.). Inductive Logic Programming - 30th International Conference, ILP 2021, Proceedings. International Conference on Inductive Logic Programming (ILP-2021), October 25-27, Virtual Event, Pages 251-265, Lecture Notes in Computer Science (LNAI), Vol. 13191, Springer, 2021.

  10. David Solans; Christopher Tauchmann; Aideen Farrell; Karolin Kappler; Hans-Hendrik Huber; Carlos Castillo; Kristian Kersting

    Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention

    In: Ceren Budak; Meeyoung Cha; Daniele Quercia; Lexing Xie (Hrsg.). Proceedings of the Fifteenth International AAAI Conference on Web and Social Media. AAAI Conference on Artificial Intelligence (AAAI-2021), June 7-10, Pages 691-702, AAAI Press, 2021.

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