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Jahr: 2021
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  1. 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 …

  2. Zhongjie Yu; Fabrizio Ventola; Kristian Kersting

    Whittle Networks: A Deep Likelihood Model for Time Series

    In: Marina Meila; Tong Zhang (Hrsg.). Proceedings of the 38th International Conference on Machine Learning. International Conference on Machine …

  3. Wolfgang Stammer; Patrick Schramowski; Kristian Kersting

    Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations

    In: IEEE Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2021), June …

  4. Moritz Willig; Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    The Causal Loss: Driving Correlation to Imply Causation

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.12066, Pages 0-10, arXiv, 2021.

  5. Matej Zecevic; Devendra Singh Dhami; Kristian Kersting

    On the Tractability of Neural Causal Inference

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2110.12052, Pages 0-10, arXiv, 2021.

  6. 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 …

  7. Benjamin Hilprecht; Carsten Binnig

    ReStore - Neural Data Completion for Relational Databases

    In: Guoliang Li; Zhanhuai Li; Stratos Idreos; Divesh Srivastava (Hrsg.). SIGMOD '21: International Conference on Management of Data, Virtual Event, …

  8. Johannes Wirth; Jaco A. Hofmann; Lasse Thostrup; Carsten Binnig; Andreas Koch

    Scalable and Flexible High-Performance In-Network Processing of Hash Joins in Distributed Databases

    In: International Conference on Field-Programmable Technology, FPT 2021, Auckland, New Zealand, December 6-10, 2021. International Conference on Field …

  9. Muhammad El-Hindi; Zheguang Zhao; Carsten Binnig

    ACID-V: Towards a New Class of DBMSs for Data Sharing

    In: El Kindi Rezig; Vijay Gadepally; Timothy G. Mattson; Michael Stonebraker; Tim Kraska; Fusheng Wang; Gang Luo; Jun Kong; Alevtina Dubovitskaya …

  10. Benjamin Hättasch; Nadja Geisler; Carsten Binnig

    Netted?! How to Improve the Usefulness of Spider & Co

    In: Omar Alonso; Stefano Marchesin; Marc Najork; Gianmaria Silvello (Hrsg.). Proceedings of the Second International Conference on Design of …

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