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Discovery - Trustworthy AI

12 January 2023
AlphaTensor: discovering mathematical algorithms with reinforcement learning
17:00 - 18:15 CET Geneva | 11:00-12:15 EST, New York | 23:00-00:15 CST, Beijing
Wojciech Samek (Technical University Berlin), Alhussein Fawzi (DeepMind)
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12 December 2022
A fundamental problem of AI on digital hardware: Will true trustworthiness require quantum computing?
15:00 - 16:30 CET Geneva | 09:00-10:30 EST, New York | 22:00-23:30 CST, Beijing
Wojciech Samek (Technical University Berlin), Gitta Kutyniok (Ludwig-Maximilians Universität München)
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28 November 2022
How to make AI more fair and unbiased
15:00 - 16:30 CET Geneva | 09:00-10:00 EST, New York | 21:00-22:00 CST, Beijing
Wojciech Samek (Technical University Berlin), Eirini Ntoutsi (Bundeswehr University  Munich)
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14 November 2022
Don’t trust your AI system: Model its validity instead
15:00 - 16:30 CET, Geneva | 09:00-10:30 EDT, New York | 21:00-22:30 CST, Beijing
Wojciech Samek (Technical University Berlin), José Hernández-Orallo (Universitat Politècnica de València)
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24 October 2022
Towards human-understandable explanations with XAI 2.0
15:00 - 16:30 CEST, Geneva | 09:00-10:30 EDT, New York | 21:00-22:30 CST, Beijing
Wojciech Samek (Technical University Berlin), Sebastian Lapuschkin (HHI)
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3 October 2022
Interpretable human-AI interaction for content creation and machine autonomy
17:00 - 18:30 CEST, Geneva | 08:00-09:30 PDT, California | 23:00-00:30 CST, Beijing
Wojciech Samek (Technical University Berlin), Bolei Zhou (University of California)
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26 September 2022
In search of trustworthy AI: Can the law help?
15:00 - 16:30 CEST Geneva | 09:00-10:30 EST, New York | 21:00-22:30 CST, Beijing
Philipp Hacker (European University Viadrina), Wojciech Samek (Technical University Berlin)
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5 September 2022
No one should trust AI
15:00 - 16:30 CEST Geneva | 09:00-10:30 EST, New York | 21:00-22:30 CST, Beijing
Wojciech Samek (Technical University Berlin), Joanna Bryson (Hertie School)
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14 July 2022
When should you trust the developers of AI systems?
15:00 - 16:30 CEST, Geneva | 09:00-10:30 EDT, New York | 21:00-22:30 CST, Beijing
Shahar Avin (CSER), Wojciech Samek (Technical University Berlin)
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14 March 2022
Predicting the parameters of a neural network without training it
16:30 - 18:00 CET, Geneva | 23:30-01:00 CST, Beijing | 11:30-13:00 EDT, New York
Graham Taylor (University of Guelph), Wojciech Samek (Technical University Berlin)
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16 December 2021
Explainability and Robustness for trustworthy AI
15:00 - 16:00 CET, Geneva
Andreas Holzinger (Medizinische Universität Graz), Wojciech Samek (Technical University Berlin)
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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 (Technical University Berlin)
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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 (Technical University Berlin)
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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 (Technical University Berlin)
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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 (Technical University Berlin)
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11 November 2021
Making Deep Machines Right for the Right Reasons
15:00 - 16:00 CET, Geneva
Wojciech Samek (Technical University Berlin), Kristian Kersting (Technische Universität Darmstadt)
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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 (Technical University Berlin)
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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 (Technical University Berlin)
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10 June 2021
Bayesian deep learning
15:00 - 16:00 CEST, Geneva
Wojciech Samek (Technical University Berlin), Yarin Gal (University of Oxford)
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27 May 2021
XAI and trust
15:00 - 16:00 CEST, Geneva
Gregoire Montavon (TU Berlin), Wojciech Samek (Technical University Berlin)
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20 May 2021
Poisoning attacks on AI
15:00 - 16:00 CEST, Geneva
Battista Biggio (University of Cagliari), Wojciech Samek (Technical University Berlin)
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29 April 2021
Adversarial attacks and defences
17:30 - 18:30 CEST, Geneva
Aleksander Madry (EECS), Wojciech Samek (Technical University Berlin)
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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 (Technical University Berlin)
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15 April 2021
Towards auditable AI systems
15:00 - 16:00 CEST, Geneva
Arndt Von Twickel (BSI), Wojciech Samek (Technical University Berlin)
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25 March 2021
Adversarially (non-)robust machine learning
17:00 - 18:00 CET, Geneva
Nicholas Carlini (Google AI), Wojciech Samek (Technical University Berlin)
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