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
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
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