![Explainable Artificial Intelligence](/fileadmin/_processed_/0/f/csm_HHI-department_FS_FL_d2081ed029.jpg)
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](/fileadmin/_processed_/9/f/csm_aml_small_e568bc74e6.jpg)
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](/fileadmin/_processed_/2/1/csm_HHI-department_FS_SP_Fotolia_93894869_506a70e443.jpg)
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