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Jahr: 2022
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  1. Alberto Lerner; Matthias Jasny; Theo Jepsen; Carsten Binnig; Philippe Cudré-Mauroux

    DBMS Annihilator: A High-Performance Database Workload Generator in Action

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 12, Pages 3682-3685, Association for Computing Machinery (ACM), 2022.

  2. Marius Gassen; Benjamin Hättasch; Benjamin Hilprecht; Nadja Geisler; Alexander Fraser; Carsten Binnig

    Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 12, Pages 3586-3589, Association for Computing Machinery (ACM), 2022.

  3. Benjamin Hilprecht; Carsten Binnig

    Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 11, Pages 2361-2374, Association for Computing Machinery (ACM), 2022.

  4. Benjamin Hilprecht; Carsten Binnig

    One Model to Rule them All: Towards Zero-Shot Learning for Databases

    In: 12th Conference on Innovative Data Systems Research, CIDR 2022. Conference on Innovative Data Systems Research (CIDR-2022), January 9-12, …

  5. Björn Deiseroth; Patrick Schramowski; Hikaru Shindo; Devendra Singh Dhami; Kristian Kersting

    LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2208.13518, Pages 0-10, arXiv, 2022.

  6. Christian Alrabbaa; Stefan Borgwardt; Anke Hirsch; Nina Knieriemen; Alisa Kovtunova; Anna Milena Rothermel; Frederik Wiehr

    In the Head of the Beholder: Comparing Different Proof Representations

    In: Guido Governatori; Anni-Yasmin Turhan (Hrsg.). Rules and Reasoning. International Joint Conference on Rules and Reasoning (RuleML+RR-2022), Cham, …

  7. Lukas Struppek; Dominik Hintersdorf; Daniel Neider; Kristian Kersting

    Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

    In: FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency. ACM Conference on Fairness, Accountability, and Transparency (ACM …

  8. Wolfgang Stammer; Marius Memmel; Patrick Schramowski; Kristian Kersting

    Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations

    In: IEEE/CVF Conference on Computer Vision and Pattern Recognition. International Conference on Computer Vision and Pattern Recognition (CVPR-2022), …

  9. Mei Ling Fang; Devendra Singh Dhami; Kristian Kersting

    DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs

    In: Martin Michalowski; Syed Sibte Raza Abidi; Samina Abidi (Hrsg.). Artificial Intelligence in Medicine - 20th International Conference on Artificial …

  10. Priyank Jaini; Kristian Kersting; Antonio Vergari; Max Welling

    Recent Advancements in Tractable Probabilistic Inference (Dagstuhl Seminar 22161)

    In: Dagstuhl Reports, Vol. 12, No. 4, Pages 13-25, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2022.

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