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  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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, …

  7. Benjamin Kisliuk; Christoph Tieben; Nils Niemann; Christopher Bröcker; Kai Lingemann; Joachim Hertzberg

    Online Inference of Robot Navigation Parameters from a Semantic Map

    In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. International Conference on Agents and Artificial …

  8. Felix Wiebe; Shivesh Kumar; Daniel Harnack; Malte Langosz; Hendrik Wöhrle; Frank Kirchner

    Combinatorics of a Discrete Trajectory Space for Robot Motion Planning

    In: William Holderbaum; J. M. Selig (Hrsg.). 2nd IMA Conference on Mathematics of Robotics. IMA Conference on Mathematics of Robotics (IMA-2022), …

  9. Lukas Stefan Stäcker; Philipp Heidenreich; Jason Raphael Rambach; Didier Stricker

    Fusion Point Pruning for Optimized 2D Object Detection with Radar-Camera Fusion

    In: 2022 Proceedings of the. IEEE Winter Conference on Applications of Computer Vision (WACV-2022), January 4-8, Hawaii, HI, USA, IEEE, 2022.

  10. Christoph Heinbach; Friedemann Kammler; Oliver Thomas

    Exploring Design Requirements of Fleet Telematics Systems Supporting Road Freight Transportation: A Digital Service Side Perspective

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