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Jahr: 2021
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  1. Xiaoting Shao; Arseny Skryagin; Wolfgang Stammer; Patrick Schramowski; Kristian Kersting

    Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions

    In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI Conference on Artificial Intelligence (AAAI-2021), Pages 9533-9540, AAAI …

  2. Sophie Burkhardt; Jannis Brugger; Nicolas Wagner; Zahra Ahmadi; Kristian Kersting; Stefan Kramer

    Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation

    In: Frontiers in Artificial Intelligence, Vol. 4, Pages 0-10, Frontiers, 2021.

  3. Plinio Moreno; Alexandre Bernardino; José Santos-Victor; Rodrigo M. M. Ventura; Kristian Kersting

    Editorial: Robots that Learn and Reason: Towards Learning Logic Rules from Noisy Data

    In: Frontiers in Robotics and AI, Vol. 8, Pages 0-10, Frontiers, 2021.

  4. Nandini Ramanan; Gautam Kunapuli; Tushar Khot; Bahare Fatemi; Seyed Mehran Kazemi; David Poole; Kristian Kersting; Sriraam Natarajan

    Structure learning for relational logistic regression: an ensemble approach

    In: Data Mining and Knowledge Discovery, Vol. 35, No. 5, Pages 2089-2111, Springer, 2021.

  5. Dominik Hintersdorf; Lukas Struppek; Kristian Kersting

    Do Not Trust Prediction Scores for Membership Inference Attacks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2111.09076, Pages 0-10, arXiv, 2021.

  6. Hikaru Shindo; Devendra Singh Dhami; Kristian Kersting

    Neuro-Symbolic Forward Reasoning

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.09383, Pages 0-10, arXiv, 2021.

  7. Patrick Schramowski; Kristian Kersting

    Inferring Offensiveness In Images From Natural Language Supervision

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.04222, Pages 0-10, arXiv, 2021.

  8. Arseny Skryagin; Wolfgang Stammer; Daniel Ochs; Devendra Singh Dhami; Kristian Kersting

    SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.03395, Pages 0-10, arXiv, 2021.

  9. 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 …

  10. Christian Alrabbaa; Stefan Borgwardt; Nina Knieriemen; Alisa Kovtunova; Anna Milena Rothermel; Frederik Wiehr

    In the Hand of the Beholder: Comparing Interactive Proof Visualizations

    In: Martin Homola; Vladislav Ryzhikov; Renate A. Schmidt (Hrsg.). Proceedings of the 34th International Workshop on Description Logics (DL 2021) part …

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