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Jahr: 2022
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  1. 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, …

  2. Bilal Wehbe; Nimish Shrenik Shah; Miguel Bande Firvida; Christian Backe

    Sonar-to-RGB Image Translation for Diver Monitoring in Poor Visibility Environments

    In: OCEANS 2022, Hampton Roads. OCEANS MTS/IEEE Conference (OCEANS-2022), October 17-20, Pages 1-9, OCEANS IEEE, 10/2022.

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

    User-Level Label Leakage from Gradients in Federated Learning

    In: Proceedings on Privacy Enhancing Technologies (PoPETs), Vol. 2022, No. 2, Pages 227-244, De Gruyter, 2022.

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

    Large pre-trained language models contain human-like biases of what is right and wrong to do

    In: Nature Machine Intelligence, Vol. 4, No. 3, Pages 258-268, Springer, 2022.

  5. Parisa Kordjamshidi; Dan Roth; Kristian Kersting

    Declarative Learning-Based Programming as an Interface to AI Systems

    In: Frontiers in Artificial Intelligence, Vol. 5, Pages 0-10, Frontiers, 2022.

  6. Luisa Lauer; Hamraz Javaheri; Kristin Altmeyer; Sarah Malone; Agnes Grünerbl; Michael Barz; Markus Peschel; Roland Brünken; Paul Lukowicz

    Encountering Students' Learning Difficulties in Electrics - Didactical Concept and Prototype of Augmented Reality-Toolkit

    In: Fostering scientific citizenship in an uncertain world - ESERA 2021 e-Proceedings. European Science Education Research Association Conference …

  7. Sungho Suh; Paul Lukowicz; Yong Oh Lee

    Discriminative feature generation for classification of imbalanced data

    In: Pattern Recognition (PR), Vol. 122, Page 108302, Elsevier, 2/2022.

  8. Veda C. Storey; Roman Lukayenko; Wolfgang Maaß; Jeffrey Parsons

    Explainable AI: Opening the Black Box or Pandora’s Box?

    In: Communications of the ACM (CACM), Vol. 0, Pages 0-0, 0, 2022.

  9. Jonas Rebstadt; Florian Remark; Philipp Fukas; Pascal Meier; Oliver Thomas

    Towards Personalized Explanations for AI Systems: Designing a Role Model for Explainable AI in Auditing

    In: Wirtschaftsinformatik Proceedings (2022). Internationale Tagung Wirtschaftsinformatik (WI-2022), February 21-23, Erlangen-Nürnberg, Germany, …

  10. Henrik Kortum-Landwehr; Philipp Fukas; Jonas Rebstadt; Marian Eleks; Marjan Nobakht Galehpardsari; Oliver Thomas

    Proposing a Roadmap for Designing Non-Discriminatory ML Services: Preliminary Results from a Design Science Research Project

    In: Wirtschaftsinformatik Proceedings (2022). Internationale Tagung Wirtschaftsinformatik (WI-2022), February 21-23, Erlangen-Nürnberg, Germany, …

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