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Michael Mock

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Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany, Department of Computer Science, University of Bonn, Bonn, Germany

Assessing Systematic Weaknesses of DNNs using Counterfactuals

Aug 03, 2023
Sujan Sai Gannamaneni, Michael Mock, Maram Akila

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Using ScrutinAI for Visual Inspection of DNN Performance in a Medical Use Case

Aug 02, 2023
Rebekka Görge, Elena Haedecke, Michael Mock

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Guideline for Trustworthy Artificial Intelligence -- AI Assessment Catalog

Jun 20, 2023
Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel

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Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

Apr 29, 2021
Sebastian Houben, Stephanie Abrecht, Maram Akila, Andreas Bär, Felix Brockherde, Patrick Feifel, Tim Fingscheidt, Sujan Sai Gannamaneni, Seyed Eghbal Ghobadi, Ahmed Hammam, Anselm Haselhoff, Felix Hauser, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi-Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle

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Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities

Apr 22, 2021
Julia Rosenzweig, Joachim Sicking, Sebastian Houben, Michael Mock, Maram Akila

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Communication-Efficient Distributed Online Learning with Kernels

Nov 28, 2019
Michael Kamp, Sebastian Bothe, Mario Boley, Michael Mock

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Adaptive Communication Bounds for Distributed Online Learning

Nov 28, 2019
Michael Kamp, Mario Boley, Michael Mock, Daniel Keren, Assaf Schuster, Izchak Sharfman

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