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Publications

 

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Displaying results 1 to 10 of 802.
  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. Tim Schneider; Boris Belousov; Hany Abdulsamad; Jan Peters

    Active inference for robotic manipulation

    In: The 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM2022). Multidisciplinary Conference on Reinforcement …

  5. Tim Schneider; Boris Belousov; Georgia Chalvatzaki; Diego Romeres; Devesh K. Jha; Jan Peters

    Active Exploration for Robotic Manipulation

    In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …

  6. Max Siebenborn; Boris Belousov; Junning Huang; Jan Peters

    How Crucial is Transformer in Decision Transformer?

    In: NeurIPS 2022 Workshop - Foundation Models for Decision Making. Workshop on Foundation Models for Decision Making (FMDM-2022), December 3, Virtual, …

  7. Rustam Galljamov; Guoping Zhao; Boris Belousov; André Seyfarth; Jan Peters

    Improving Sample Efficiency of Example-Guided Deep Reinforcement Learning for Bipedal Walking

    In: IEEE-RAS International Conference on Humanoid Robots. IEEE-RAS International Conference on Humanoid Robots (Humanoids-2022), November 28-30, …

  8. 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.

  9. 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.

  10. 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.