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Jahr: 2022
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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. 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.

  5. Kristina Boss; Roland Roller; Alexander Woywodt; Andreas Kribben; Klemens Budde; Stefan Becker

    Künstliche Intelligenz in der Nephrologie

    In: Die Nephrologie, Vol. 17, No. 6, Pages 399-404, Springer, 2022.

  6. David Samhammer; Roland Roller; Patrik Hummel; Bilgin Osmanodja; Aljoscha Burchardt; Manuel Mayrdorfer; Wiebke Duettmann; Peter Dabrock

    "Nothing works without the doctor:" Physicians' perception of clinical decision-making and artificial intelligence

    In: Frontiers in Medicine, Vol. 9, Pages 1-10, Frontiers, 2022.

  7. Roland Roller; Manuel Mayrdorfer; Wiebke Duettmann; Marcel Naik; Danilo Schmidt; Fabian Halleck; Patrik Hummel; Aljoscha Burchardt; Sebastian Möller; Peter Dabrock; Bilgin Osmanodja; Klemens Budde

    Evaluation of a clinical decision support system for detection of patients at risk after kidney transplantation

    In: Frontiers in Public Health, Vol. 10, Pages 1-15, Frontiers, 2022.

  8. Mariana Neves; Antonio Jimeno Yepes; Amy Siu; Roland Roller; Philippe Thomas; Maika Vicente Navarro; Lana Yeganova; Dina Wiemann; Giorgio Maria Di Nunzio; Federica Vezzani; others

    Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports

    In: WMT22-Seventh Conference on Machine Translation. Conference on Machine Translation (WMT-2022), Pages 694-723, 2022.

  9. Laura Seiffe; Fares Kallel; Sebastian Möller; Babak Naderi; Roland Roller

    Subjective Text Complexity Assessment for German

    In: Proceedings of the Language Resources and Evaluation Conference. International Conference on Language Resources and Evaluation (LREC-2022), …

  10. Andre Miedtank; Christoph Manss; Janina Schneider; Oliver Zielinski

    Maschinelle Lernverfahren zur Verarbeitung von Satellitendaten als Grundlage eines digitalen Zwillings der Nordsee

    In: Umweltinformationssysteme - Vielfalt, Offenheit, Komplexität - Tagungsband des 29. Workshop "Umweltinformationssysteme" (UIS 2022)" des …

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