Research Groups

Explainable Artificial Intelligence

The XAI group develops techniques for visualizing, explaining and interpreting the reasoning of complex machine learning systems.

Heads of Group: Dr. rer. nat. Wojciech Samek, Dr. rer. nat. Sebastian Roland Lapuschkin

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Applied Machine Learning

The AML group develops and evaluates novel deep architectures for a variety of complex real-world tasks.

Head of Group: Dr. rer. nat. Jackie Ma

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Efficient Deep Learning

The EDL group focuses on research questions relating to distributed and energy-efficient artificial intelligence. This includes, in particular, distributed learning as well as efficient compression methods for neural networks.

Head of Group: Dr.-Ing. Karsten Müller

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