Discovery - Trustworthy AI

16 December 2021
Explainability and Robustness for trustworthy AI
15:00 - 16:00 CET, Geneva
Andreas Holzinger (Medizinische Universität Graz), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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9 December 2021
Interpretable Neural Networks for Computer Vision: Clinical Decisions that are Computer-Aided, not Automated
14:00 - 15:00 CET, Geneva
Cynthia Rudin (Duke University), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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2 December 2021
Algorithmic recourse: from theory to practice
15:00 - 16:00 CET, Geneva
Isabel Valera (Saarland University), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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25 November 2021
Trustworthy AI through law: current proposals to regulate artificial intelligence
16:00 - 17:00 CET, Geneva
Christian Djeffal (Technical University of Munich), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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18 November 2021
A long way towards reliable and robust machine learning
14:00 - 15:00 CET, Geneva
Matthias Hein (University of Tübingen), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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11 November 2021
Making Deep Machines Right for the Right Reasons
15:00 - 16:00 CET, Geneva
Wojciech Samek (Fraunhofer Heinrich Hertz Institute), Kristian Kersting (Technische Universität Darmstadt)
Discovery - Trustworthy AI
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28 October 2021
Safety and robustness for deep learning with provable guarantees
15:00 - 16:00 CEST, Geneva
Marta Kwiatkowska (University of Oxford), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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24 June 2021
Towards robust and reliable model explanations
15:00 - 16:00 CEST, Geneva
Himabindu Lakkaraju (Harvard Business School), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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10 June 2021
Bayesian deep learning
15:00 - 16:00 CEST, Geneva
Wojciech Samek (Fraunhofer Heinrich Hertz Institute), Yarin Gal (University of Oxford)
Discovery - Trustworthy AI
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27 May 2021
XAI and trust
15:00 - 16:00 CEST, Geneva
Gregoire Montavon (TU Berlin), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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20 May 2021
Poisoning attacks on AI
15:00 - 16:00 CEST, Geneva
Battista Biggio (University of Cagliari), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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29 April 2021
Adversarial attacks and defences
17:30 - 18:30 CEST, Geneva
Aleksander Madry (Massachusetts Institute of Technology (MIT)), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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22 April 2021
Steps toward trustworthy machine learning
17:00 - 18:00 CEST, Geneva
Thomas G. Dietterich (Oregon State University), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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15 April 2021
Towards auditable AI systems
15:00 - 16:00 CEST, Geneva
Arndt Von Twickel (Federal Office for Information Security (BSI)), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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25 March 2021
Adversarially (non-)robust machine learning
17:00 - 18:00 CET, Geneva
Nicholas Carlini (Google AI), Wojciech Samek (Fraunhofer Heinrich Hertz Institute)
Discovery - Trustworthy AI
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